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CRITICAL INFRASTRUCTURE THREATS NEWS
Sunday 8th of February 2026 11:54:29 PM



Found 502 News Articles for "Critical Infrastructure AND Grid Threats"

CyberInsights with VonWallace.com: Navigating the World of IT and Cybersecurity
CyberInsights with VonWallace.com: Navigating the World of IT and Cybersecurity
Browse the most recent videos from channel CyberInsights with VonWallace.com: Navigating the World of IT and Cybersecurity uploaded to Rumble.com
Source: rumble.com
IPStack - Powerful IP Geolocation API
IPStack - Powerful IP Geolocation API
IPStack provides a powerful IP geolocation API that allows you to locate and identify website visitors by IP address. Sign up now!
Source: ipstack.com
Indian refiners avoid Russian oil purchase in push for US trade deal
Indian refiners avoid Russian oil purchase in push for US trade deal
Indian Oil, Bharat Petroleum and Reliance Industries are not accepting offers from traders for Russian oil loading in March and April, said a trader who approac...
Source: www.business-standard.com
Ukraine businesses struggle to cope as Russian attacks bring power cuts and uncertainty
Ukraine businesses struggle to cope as Russian attacks bring power cuts and uncertainty
KYIV, Ukraine (AP) It is pre-dawn in the historic Podil district of the Ukraine capital, Kyiv, and warm light from the Spelta bakery-bistro’s window pierces the darkness outside. On a wooden surface...
Source: www.winnipegfreepress.com
In US trade deal push, Indian refiners cut back on Russian oil
In US trade deal push, Indian refiners cut back on Russian oil
Indian refiners are halting purchases of Russian oil for April. This move could help India finalize a trade deal with the United States. Major refiners are not accepting offers for Russian crude. This shift aligns with a commitment to stop importing Russian oil. India is diversifying its energy sources. This strategy ensures energy security for the nation.
Source: economictimes.indiatimes.com
Pipeline of plenty: India's U-19s signal a golden future
Pipeline of plenty: India's U-19s signal a golden future
Cricket News: India arrived at the U-19 World Cup with the spotlight on Vaibhav Sooryavanshi. His epic 175 in the final dazzled, but the title was forged by range, .
Source: timesofindia.indiatimes.com
Zelensky: US seeks Ukraine-Russia deal by June
Zelensky: US seeks Ukraine-Russia deal by June
Ukrainian President Volodymyr Zelensky said the United States asked Russia and Ukraine to reach a peace deal by June, Azernews reports.
Source: www.azernews.az
CARICOM private sector backs sugar refineries in Guyana, Belize
CARICOM private sector backs sugar refineries in Guyana, Belize
The CARICOM Private Sector Organisation (CPSO) has thrown its full support behind major sugar refinery investments underway in Guyana and Belize, describing the projects as a strategic boost to regional food security and a critical step toward reducing CARICOM’s heavy dependence on extra-regional sugar imports.
Source: kaieteurnewsonline.com
If Russia wants to invade, Gotland is ready
If Russia wants to invade, Gotland is ready
The strategic Swedish island in the Baltic Sea, just 170 miles from the Russian territory of Kaliningrad, is developing a comprehensive defense system against a possible attack from the Kremlin
Source: english.elpais.com
Access-control rd to link Vidarbha to Vadhavan Port: CM
Access-control rd to link Vidarbha to Vadhavan Port: CM
Nagpur: CM Devendra Fadnavis on Saturday positioned Vidarbha at the heart of Maharashtra's next growth cycle, announcing that the state will build an .
Source: timesofindia.indiatimes.com
The Kyiv family, with its pets and pigs, defying Russia and the cold
The Kyiv family, with its pets and pigs, defying Russia and the cold
KYIV - When the Davydenko family woke up shivering through the night in their winter coats and hats, buried under several layers of duvets, they knew it was time to abandon their apartment in Kyiv.Systematic Russian attacks on Ukraine's energy grid since October last year have left their 12th-floor flat with no electricity for eight days and heating for almost...
Source: www.asiaone.com
India’s private sector may soon be given its most challenging assignment yet build the country’s fth-generation ghter
India’s private sector may soon be given its most challenging assignment yet build the country’s fth-generation ghter
India may turn to private companies to manufacture the Advanced Medium Combat Aircraft (AMCA), marking a shift from the usual practice of assigning such projects to state-run Hindustan Aeronautics Limited (HAL). The move comes as HALs order book is already full, but it has unsettled investors, with the companys stock falling in recent days.
Source: economictimes.indiatimes.com
US pushes Russia and Ukraine to end war by summer, Zelenskiy says
US pushes Russia and Ukraine to end war by summer, Zelenskiy says
KYIV - The United States wants Moscow and Kyiv to find a solution on how to end the war in Ukraine before summer, President Volodymyr Zelenskiy said.In remarks to reporters released by his office on Saturday (Feb 7) after Ukraine and Russia held two days of US-brokered talks in Abu Dhabi this week, Zelenskiy said Washington had proposed talks in...
Source: www.asiaone.com
Some areas in Metro Manila, Cavite, Rizal to have water interruptions this week
Some areas in Metro Manila, Cavite, Rizal to have water interruptions this week
MANILA, Philippines Some parts of Metro Manila, Cavite, and Rizal will have water interruptions this week because of maintenance works, Manila Water and Maynilad said Sunday.
Source: www.manilatimes.net
Prime Members: TOPOINT Blackout Sleep Eye Mask with Bluetooth Headphones
Prime Members: TOPOINT Blackout Sleep Eye Mask with Bluetooth Headphones
TOPOINT STORE via Amazon has for Prime Members: TOPOINT Blackout Sleep Eye Mask with Bluetooth Headphones (Black) on sale for 25.49 - 50 off when you apply promo code CNJ3B4LP at checkout = 12.74.
Source: slickdeals.net
Gilat books multimillion order for Sidewinder inflight ESA terminals
Gilat books multimillion order for Sidewinder inflight ESA terminals
London, UK (SPX) Feb 08, 2026 - Gilat Satellite Networks has secured a multimillion order from a major global avionics company for its Sidewinder electronically steered antenna inflight connectivity terminals designed by Gilat Ste
Source: www.spacedaily.com
Britain Launches Secure Satellite Timing System to Guard Critical Services
Britain Launches Secure Satellite Timing System to Guard Critical Services
London, UK (SPX) Feb 08, 2026 - Britain has contracted GMV to build a Two-Way Satellite Time and Frequency Transfer system designed to deliver assured Position, Navigation and Time services for national infrastructure, defense ope
Source: www.spacedaily.com
Protesters clash with Italian police near Olympic Village (VIDEO)
Protesters clash with Italian police near Olympic Village (VIDEO)
A protest march against the Winter Olympics in Milan has ended with clashes with police
Source: www.rt.com
Pune station’s redevelopment and yard remodelling to be be fast-tracked
Pune station’s redevelopment and yard remodelling to be be fast-tracked
Pune: The Central Railway (CR) will take up the long-delayed redevelopment of Pune Railway Station and the comprehensive remodelling of the Pune yard .
Source: timesofindia.indiatimes.com
US Sets June Deadline for Ukraine-Russia Peace Deal, Zelenskyy Says
US Sets June Deadline for Ukraine-Russia Peace Deal, Zelenskyy Says
If the June deadline is not met, the Trump administration will likely put pressure on both sides to meet it, he added
Source: www.deccanchronicle.com
What We’re Reading (Week Ending 08 February 2026) : The Good Investors
What We’re Reading (Week Ending 08 February 2026) : The Good Investors
The Good Investors What We’re Reading (Week Ending 08 February 2026) What We're Reading :
Source: www.thegoodinvestors.sg
Global trust in America collapses to a new low
Global trust in America collapses to a new low
Global trust in America is eroding while erratic leadership, private power, and strategic uncertainty are reshaping the world order.
Source: www.jpost.com
Should You Be Prepping for Trump?
Should You Be Prepping for Trump?
Some liberals are stocking up on and freeze-drying food and say that others should be too.
Source: www.theatlantic.com
GSoC Midterm Update, Modernizing and Stabilizing the Jenkins Tekton Plugin
GSoC Midterm Update, Modernizing and Stabilizing the Jenkins Tekton Plugin
Jenkins an open source automation server which enables developers around the world to reliably build, test, and deploy their software
Source: www.jenkins.io
dakotalock/holygrailopensource: Fully autonomous AI development agent with stateful memory, live web access, pseudo self-improvement and more!
dakotalock/holygrailopensource: Fully autonomous AI development agent with stateful memory, live web access, pseudo self-improvement and more!
Fully autonomous AI development agent with stateful memory, live web access, pseudo self-improvement and more! - dakotalock/holygrailopensource
Source: github.com
Marriott signs multi-property agreement accelerating expansion in Vietnam : Sunday, 8th February 2026 : 4Hoteliers
Marriott signs multi-property agreement accelerating expansion in Vietnam : Sunday, 8th February 2026 : 4Hoteliers
Marriott announces a landmark signed agreement with Masterise Group to open four hotels, with one branded residence, i
Source: www.4hoteliers.com
Starfish wins 54.5M Space Force satellite servicing contract
Starfish wins 54.5M Space Force satellite servicing contract
Imagine a world where satellites don't just float aimlessly in the vast ocean of space, waiting for their endgame; instead, they're cared for like prized
Source: commstrader.com
Techmeme: RADICL, which offers threat detection and response services to SMBs supporting US defense industrial base and critical infrastructure, raised a 31M Series A (Duncan Riley
Techmeme: RADICL, which offers threat detection and response services to SMBs supporting US defense industrial base and critical infrastructure, raised a 31M Series A (Duncan Riley
By Duncan Riley / SiliconANGLE. View the full context on Techmeme.
Source: www.techmeme.com
Woman, Life, Freedom’ hasn’t faded in Iran it’s being actively eliminated
Woman, Life, Freedom’ hasn’t faded in Iran it’s being actively eliminated
In the event of war to bring about regime change, militarization would once again define women as those expected to endure and sacrifice first
Source: www.juancole.com
Five contractors shortlisted for Phase Two of Gas-to-Energy project
Five contractors shortlisted for Phase Two of Gas-to-Energy project
As Phase One of the Gas-to-Energy (GTE) project continues to drag to the finish line, government is pressing ahead with Phase Two of the development at Wales, West Bank Demerara.
Source: kaieteurnewsonline.com
Residents of various PMC areas irked by interruptions in water supply
Residents of various PMC areas irked by interruptions in water supply
Pune: Residents from different parts of the city are irked over interruptions in as well as low-pressure water supply since last week. Many said there.
Source: timesofindia.indiatimes.com
Parliament is a disgrace
Parliament is a disgrace
What transpired in the National Assembly this week and previously on November 3, during the swearing-in of Opposition Members before the nation and before their God, was not politics by any credible or honourable measure. It was a spectacle of institutional debasement, a profound dereliction of parliamentary decorum, and an affront to the civic intelligence of the Guyanese people.
Source: kaieteurnewsonline.com
Delhi biker's parents waited with anniversary cake, later saw his wrapped body
Delhi biker's parents waited with anniversary cake, later saw his wrapped body
Kamal's parents waited all night for their wedding anniversary with a cake at their Delhi home. Hours later, they were handed their son's body.
Source: www.indiatoday.in
Workers furious after USW announce sellout deal for 30,000 refinery workers
Workers furious after USW announce sellout deal for 30,000 refinery workers
Opposition to the deal, with sub-inflation wage increases and no job guarantees against AI, must be organized into of a rank-and-file rebellion that overrides the bureaucratic sabotage and enforces the will of the membership.
Source: www.wsws.org
adityaprasad-sudo/Explore-Singapore: A sophisticated RAG intelligence engine for Singaporean laws, policies, and history. Comes with a triple-AI failover backend (Gemini/Llama/Groq), semantic embeddin
adityaprasad-sudo/Explore-Singapore: A sophisticated RAG intelligence engine for Singaporean laws, policies, and history. Comes with a triple-AI failover backend (Gemini/Llama/Groq), semantic embeddin

Source: github.com
Slovakia to challenge EU ban on Russian gas in court deputy speaker
Slovakia to challenge EU ban on Russian gas in court deputy speaker
Tibor Gaspar also recalled Slovakian Prime Minister Robert Fico’s words, who described the EU ban as energy suicide
Source: tass.com
Narrow escape for 30 after sleeper bus catches fire near B’luru
Narrow escape for 30 after sleeper bus catches fire near B’luru
Bengaluru: Amid growing safety concerns following a series of recent accidents involving sleeper buses, around 30 passengers had a narrow escape after.
Source: timesofindia.indiatimes.com
Godavari phase 2&3 pipes to be numbered, geo-tagged, monitored via app
Godavari phase 2&3 pipes to be numbered, geo-tagged, monitored via app
Godavari project pipes to be numbered, geo-tagged, and monitored via app to enhance Hyderabad's drinking water supply.
Source: www.thehindu.com
Owners of California nudist resort cut off power to residents after they order them to wear clothes: 'Naked and afraid'
Owners of California nudist resort cut off power to residents after they order them to wear clothes: 'Naked and afraid'
Some residents of a California nudist resort are experiencing birthday suit blues after the owners of the property cut their power for refusing calls to clothe themselves.
Source: nypost.com
sem Semantic Version Control

Source: ataraxy-labs.github.io
Judge orders Trump administration to restore federal funds for rail tunnel between NY and NJ
Judge orders Trump administration to restore federal funds for rail tunnel between NY and NJ
U.S. District Judge Jeannette A. Vargas told the Trump administration to restore funding for a new railroad tunnel between New York and New Jersey on Friday.
Source: nypost.com
Spartacus’ Creator on Killing [SPOILER] in the House of Ashur’ Finale and His Advice for the Buffy’ Reboot: Swing for the Fences’
Spartacus’ Creator on Killing [SPOILER] in the House of Ashur’ Finale and His Advice for the Buffy’ Reboot: Swing for the Fences’
'Spartacus: House of Ashur' creator Steven S. DeKnight on upending history by killing that major character, the show's sex and violence and Season 2.
Source: variety.com
Lloyds plans to lay 950km iron ore slurry pipeline from Surjagarh to Dighi port
Lloyds plans to lay 950km iron ore slurry pipeline from Surjagarh to Dighi port
Nagpur: Lloyds Metals and Energy Limited (LMEL) plans to lay down a 950-km iron ore slurry pipeline connecting its mines in Surjagarh Hills of Gadchir.
Source: timesofindia.indiatimes.com
Darren Aronofsky’s AI Gamble: Inside the Controversial Decision to Build a Historical Docudrama With Generative Technology
Darren Aronofsky’s AI Gamble: Inside the Controversial Decision to Build a Historical Docudrama With Generative Technology
Darren Aronofsky's new AI-generated historical docudrama has ignited fierce debate across Hollywood, pitting artistic ambition against labor concerns and raising fundamental questions about documentary authenticity in the age of generative technology.
Source: www.webpronews.com
US intervention in Iran: What Iranians inside and outside the country say
US intervention in Iran: What Iranians inside and outside the country say
Some desperate Iranians want US intervention, but others worry that it would not achieve the peace protesters ultimately want.
Source: www.bbc.com
Trump ordered to restore funding for rail tunnel between New York, New Jersey
Trump ordered to restore funding for rail tunnel between New York, New Jersey
A federal judge has ordered the Trump administration to restore funding for a new rail tunnel between New York and New Jersey
Source: abcnews.go.com
Singtel and KKR acquire ST Telemedia Global Data Centres
Singtel and KKR acquire ST Telemedia Global Data Centres
A consortium led by KKR, including Singtel, will acquire ST Telemedia Global Data Centres in one of Asia's largest digital infrastructure transactions.
Source: www.hardwarezone.com.sg
Ford’s 30,000 Electric Pickup Gambit: Inside the Engineering Revolution That Could Reshape the American Truck Market
Ford’s 30,000 Electric Pickup Gambit: Inside the Engineering Revolution That Could Reshape the American Truck Market
Ford reveals the advanced technology behind its upcoming 30,000 electric pickup truck, featuring LFP batteries, proprietary inverters, and a purpose-built platform designed to bring affordable electric trucks to mainstream American buyers for the first time.
Source: www.webpronews.com
Why Large Language Models Make Terrible Compilers And Why the Industry Keeps Trying Anyway
Why Large Language Models Make Terrible Compilers And Why the Industry Keeps Trying Anyway
A deep technical analysis of why large language models, despite their code generation prowess, are fundamentally unsuited to serve as compilers and what this means for enterprise code modernization strategies and the broader AI tooling ecosystem.
Source: www.webpronews.com
Judge orders Trump administration to restore funding for rail tunnel between New York and New Jersey
Judge orders Trump administration to restore funding for rail tunnel between New York and New Jersey
NEW YORK (AP) A federal judge ordered the Trump administration to restore funding to a new rail tunnel between New York and New Jersey on Friday, ruling just as construction was set to shut down on...
Source: www.winnipegfreepress.com
The Venezuela Oil Mirage: How Washington Mistook Tar for Black Gold
The Venezuela Oil Mirage: How Washington Mistook Tar for Black Gold
Delve into the controversial narrative surrounding Venezuela oil reserves and its implications for U.S. involvement in the region.
Source: www.activistpost.com
US energy blockade threatens Cuba with humanitarian collapse
US energy blockade threatens Cuba with humanitarian collapse
The current isolation of the Cuban regime provides an unmistakable vindication of the International Committee of the Fourth International’s principled stance on the Cuban Revolution based on a defense of Leon Trotsky’s Theory of Permanent Revolution.
Source: www.wsws.org
India Slips Behind China And Turkey As Russian Oil Imports Fall In December Amid US Trade Pressure
India Slips Behind China And Turkey As Russian Oil Imports Fall In December Amid US Trade Pressure
India's imports of Russian crude oil plummeted to their lowest level since the G7 price cap regime began, with December...
Source: swarajyamag.com
How the Top VTOL Drone Manufacturer is Revolutionizing the Aerospace Industry
How the Top VTOL Drone Manufacturer is Revolutionizing the Aerospace Industry
Vertical Take-Off and Landing (VTOL) drone technology has emerged as one of the most significant innovations in aerospace over the past decade. Unlike
Source: agriculture.einnews.com
Bengaluru civic bodies plan off-street parking as on-street enforcement set to tighten
Bengaluru civic bodies plan off-street parking as on-street enforcement set to tighten
Bengaluru plans off-street parking solutions as stricter on-street enforcement increases demand for public parking spaces.
Source: www.thehindu.com
Basant in Lahore: One killed, five injured in kite-flying incidents
Basant in Lahore: One killed, five injured in kite-flying incidents
25-year-old man died of electrocution while retrieving stray kite.Three, including a minor, injured after a kite string got tangled.Authorities claim strict safety measures to prevent accidents.LAHORE: A man lost his life, and at least...
Source: www.geo.tv
PRAYING FOR JUSTICE
PRAYING FOR JUSTICE
A female relative of Melissa Silvera was seen leaving the downtown Kingston-based Gun Court in tears yesterday morning, saying the family is praying for justice after the court accepted a guilty plea to manslaughter from her husband, Jolyan Silvera...
Source: jamaica-gleaner.com
RBI is about to make banking easier for Indians. Here's how
RBI is about to make banking easier for Indians. Here's how
RBI MPC Meet: The Reserve Bank of India has rolled out a series of customer-centric reforms, including stronger fraud protection and compensation for small-value losses, alongside regulatory relief for NBFCs and co-operative banks.
Source: economictimes.indiatimes.com
SpaceX Introduces New Way to Cut Off Russian Troops From Starlink
SpaceX Introduces New Way to Cut Off Russian Troops From Starlink
Early reports indicate that Russian forces are encountering trouble organizing troops at the tactical level after the Starlink changes.
Source: www.businessinsider.com
AP News in Brief at 12:04 a.m. EST
AP News in Brief at 12:04 a.m. EST
Iran and US set for talks in Oman over nuclear program after Tehran shaken by nationwide protests MUSCAT, Oman (AP) Iran and the United States stood poised Friday to hold negotiations in Oman at lea...
Source: www.winnipegfreepress.com
[2602.05202] GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling
[2602.05202] GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling
Aligning video generative models with human preferences remains challenging: current approaches rely on Vision-Language Models (VLMs) for reward modeling, but these models struggle to capture subtle temporal dynamics. We propose a fundamentally different approach: repurposing video generative models, which are inherently designed to model temporal structure, as reward models. We present the Generative-Transformer-based Self-Supervised Video Judge ( modelname), a novel evaluation model that trans
Source: arxiv.org
[2505.17329] Transformer brain encoders explain human high-level visual responses
[2505.17329] Transformer brain encoders explain human high-level visual responses
A major goal of neuroscience is to understand brain computations during visual processing in naturalistic settings. A dominant approach is to use image-computable deep neural networks trained with different task objectives as a basis for linear encoding models. However, in addition to requiring estimation of a large number of linear encoding parameters, this approach ignores the structure of the feature maps both in the brain and the models. Recently proposed alternatives factor the linear mappi
Source: arxiv.org
[2505.10960] Relational Graph Transformer
[2505.10960] Relational Graph Transformer
Relational Deep Learning (RDL) is a promising approach for building state-of-the-art predictive models on multi-table relational data by representing it as a heterogeneous temporal graph. However, commonly used Graph Neural Network models suffer from fundamental limitations in capturing complex structural patterns and long-range dependencies that are inherent in relational data. While Graph Transformers have emerged as powerful alternatives to GNNs on general graphs, applying them to relational
Source: arxiv.org
[2602.05983] Geographically-aware Transformer-based Traffic Forecasting for Urban Motorway Digital Twins
[2602.05983] Geographically-aware Transformer-based Traffic Forecasting for Urban Motorway Digital Twins
The operational effectiveness of digital-twin technology in motorway traffic management depends on the availability of a continuous flow of high-resolution real-time traffic data. To function as a proactive decision-making support layer within traffic management, a digital twin must also incorporate predicted traffic conditions in addition to real-time observations. Due to the spatio-temporal complexity and the time-variant, non-linear nature of traffic dynamics, predicting motorway traffic rema
Source: arxiv.org
[2602.05754] TimelyFreeze: Adaptive Parameter Freezing Mechanism for Pipeline Parallelism
[2602.05754] TimelyFreeze: Adaptive Parameter Freezing Mechanism for Pipeline Parallelism
Pipeline parallelism enables training models that exceed single-device memory, but practical throughput remains limited by pipeline bubbles. Although parameter freezing can improve training throughput by adaptively skipping backward computation, existing methods often over-freeze parameters, resulting in unnecessary accuracy degradation. To address this issue, we propose TimelyFreeze, which models the pipeline schedule as a directed acyclic graph and solves a linear program to compute optimal fr
Source: arxiv.org
[2602.05598] CAViT -- Channel-Aware Vision Transformer for Dynamic Feature Fusion
[2602.05598] CAViT -- Channel-Aware Vision Transformer for Dynamic Feature Fusion
Vision Transformers (ViTs) have demonstrated strong performance across a range of computer vision tasks by modeling long-range spatial interactions via self-attention. However, channel-wise mixing in ViTs remains static, relying on fixed multilayer perceptrons (MLPs) that lack adaptability to input content. We introduce 'CAViT', a dual-attention architecture that replaces the static MLP with a dynamic, attention-based mechanism for feature interaction. Each Transformer block in CAViT performs sp
Source: arxiv.org
[2602.05573] Visual Implicit Geometry Transformer for Autonomous Driving
[2602.05573] Visual Implicit Geometry Transformer for Autonomous Driving
We introduce the Visual Implicit Geometry Transformer (ViGT), an autonomous driving geometric model that estimates continuous 3D occupancy fields from surround-view camera rigs. ViGT represents a step towards foundational geometric models for autonomous driving, prioritizing scalability, architectural simplicity, and generalization across diverse sensor configurations. Our approach achieves this through a calibration-free architecture, enabling a single model to adapt to different sensor setups.
Source: arxiv.org
[2602.05513] DECO: Decoupled Multimodal Diffusion Transformer for Bimanual Dexterous Manipulation with a Plugin Tactile Adapter
[2602.05513] DECO: Decoupled Multimodal Diffusion Transformer for Bimanual Dexterous Manipulation with a Plugin Tactile Adapter
Overview of the Proposed DECO Framework.} DECO is a DiT-based policy that decouples multimodal conditioning. Image and action tokens interact via joint self attention, while proprioceptive states and optional conditions are injected through adaptive layer normalization. Tactile signals are injected via cross attention, while a lightweight LoRA-based adapter is used to efficiently fine-tune the pretrained policy. DECO is also accompanied by DECO-50, a bimanual dexterous manipulation dataset with
Source: arxiv.org
[2602.05510] Statistical Verification of Medium-Access Parameterization for Power-Grid Edge Ad Hoc Sensor Networks
[2602.05510] Statistical Verification of Medium-Access Parameterization for Power-Grid Edge Ad Hoc Sensor Networks
The widespread deployment of power grid ad hoc sensor networks based on IEEE 802.15.4 raises reliability challenges when nodes selfishly adapt CSMA/CA parameters to maximize individual performance. Such behavior degrades reliability, energy efficiency, and compliance with strict grid constraints. Existing analytical and simulation approaches often fail to rigorously evaluate configurations under asynchronous, event-driven, and resource-limited conditions. We develop a verification framework that
Source: arxiv.org
[2602.05387] Parallel Swin Transformer-Enhanced 3D MRI-to-CT Synthesis for MRI-Only Radiotherapy Planning
[2602.05387] Parallel Swin Transformer-Enhanced 3D MRI-to-CT Synthesis for MRI-Only Radiotherapy Planning
MRI provides superior soft tissue contrast without ionizing radiation; however, the absence of electron density information limits its direct use for dose calculation. As a result, current radiotherapy workflows rely on combined MRI and CT acquisitions, increasing registration uncertainty and procedural complexity. Synthetic CT generation enables MRI only planning but remains challenging due to nonlinear MRI-CT relationships and anatomical variability. We propose Parallel Swin Transformer-Enhanc
Source: arxiv.org
[2602.05306] Inverse Optimization Without Inverse Optimization: Direct Solution Prediction with Transformer Models
[2602.05306] Inverse Optimization Without Inverse Optimization: Direct Solution Prediction with Transformer Models
We present an end-to-end framework for generating solutions to combinatorial optimization problems with unknown components using transformer-based sequence-to-sequence neural networks. Our framework learns directly from past solutions and incorporates the known components, such as hard constraints, via a constraint reasoning module, yielding a constrained learning scheme. The trained model generates new solutions that are structurally similar to past solutions and are guaranteed to respect the k
Source: arxiv.org
[2602.04940] Transolver-3: Scaling Up Transformer Solvers to Industrial-Scale Geometries
[2602.04940] Transolver-3: Scaling Up Transformer Solvers to Industrial-Scale Geometries
Deep learning has emerged as a transformative tool for the neural surrogate modeling of partial differential equations (PDEs), known as neural PDE solvers. However, scaling these solvers to industrial-scale geometries with over 10 8 cells remains a fundamental challenge due to the prohibitive memory complexity of processing high-resolution meshes. We present Transolver-3, a new member of the Transolver family as a highly scalable framework designed for high-fidelity physics simulations. To bri
Source: arxiv.org
[2505.04672] Histo-Miner: Deep learning based tissue features extraction pipeline from H&E whole slide images of cutaneous squamous cell carcinoma
[2505.04672] Histo-Miner: Deep learning based tissue features extraction pipeline from H&E whole slide images of cutaneous squamous cell carcinoma
Recent advancements in digital pathology have enabled comprehensive analysis of Whole-Slide Images (WSI) from tissue samples, leveraging high-resolution microscopy and computational capabilities. Despite this progress, there is a lack of labeled datasets and open source pipelines specifically tailored for analysis of skin tissue. Here we propose Histo-Miner, a deep learning-based pipeline for analysis of skin WSIs and generate two datasets with labeled nuclei and tumor regions. We develop our pi
Source: arxiv.org
[2602.05163] LOBSTgER-enhance: an underwater image enhancement pipeline
[2602.05163] LOBSTgER-enhance: an underwater image enhancement pipeline
Underwater photography presents significant inherent challenges including reduced contrast, spatial blur, and wavelength-dependent color distortions. These effects can obscure the vibrancy of marine life and awareness photographers in particular are often challenged with heavy post-processing pipelines to correct for these distortions. We develop an image-to-image pipeline that learns to reverse underwater degradations by introducing a synthetic corruption pipeline and learning to reverse its
Source: arxiv.org
[2602.05106] Data Kernel Perspective Space Performance Guarantees for Synthetic Data from Transformer Models
[2602.05106] Data Kernel Perspective Space Performance Guarantees for Synthetic Data from Transformer Models
Scarcity of labeled training data remains the long pole in the tent for building performant language technology and generative AI models. Transformer models -- particularly LLMs -- are increasingly being used to mitigate the data scarcity problem via synthetic data generation. However, because the models are black boxes, the properties of the synthetic data are difficult to predict. In practice it is common for language technology engineers to 'fiddle' with the LLM temperature setting and hope t
Source: arxiv.org
Generative Pen-trained Transformer
Generative Pen-trained Transformer
Have a hard time deciding what to hang on your walls? Boy, do I have the solution for you.
Source: theodore.net
Water supply in nine zones to be hit for 18 hours on Feb 10
Water supply in nine zones to be hit for 18 hours on Feb 10
Nagpur: Water supply across nine of Nagpur's 10 zones, including key hospitals, railway installations and institutional feeders, will be disrupted for.
Source: timesofindia.indiatimes.com
[FreeTrial] BamBam Fiend-Stylized Fantasy Monster (Rig+Animation) PixeliusVita
[FreeTrial] BamBam Fiend-Stylized Fantasy Monster (Rig+Animation) PixeliusVita
Elevate your workflow with the [FreeTrial] BamBam Fiend-Stylized Fantasy Monster (Rig+Animation) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store.
Source: assetstore.unity.com
[FreeTrial] Ironmaul Ravager - Stylized Fantasy Monster (Rig+Anim) PixeliusVita
[FreeTrial] Ironmaul Ravager - Stylized Fantasy Monster (Rig+Anim) PixeliusVita
Elevate your workflow with the [FreeTrial] Ironmaul Ravager - Stylized Fantasy Monster (Rig+Anim) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store.
Source: assetstore.unity.com
[FreeTrial] Bonk Smashy - Stylized Fantasy Monster (Rig + Anim) PixeliusVita
[FreeTrial] Bonk Smashy - Stylized Fantasy Monster (Rig + Anim) PixeliusVita
Elevate your workflow with the [FreeTrial] Bonk Smashy - Stylized Fantasy Monster (Rig + Anim) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store.
Source: assetstore.unity.com
[FreeTrial] Festerkin - Stylized Fantasy Monster (Rig+Animation) PixeliusVita
[FreeTrial] Festerkin - Stylized Fantasy Monster (Rig+Animation) PixeliusVita
Elevate your workflow with the [FreeTrial] Festerkin - Stylized Fantasy Monster (Rig+Animation) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store.
Source: assetstore.unity.com
[FreeTrial] Plaguefiend - Stylized Fantasy Monster(Rig+Animation) PixeliusVita
[FreeTrial] Plaguefiend - Stylized Fantasy Monster(Rig+Animation) PixeliusVita
Elevate your workflow with the [FreeTrial] Plaguefiend - Stylized Fantasy Monster(Rig+Animation) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store.
Source: assetstore.unity.com
Cybersecurity planning keeps moving toward whole-of-society models
Cybersecurity planning keeps moving toward whole-of-society models
National cybersecurity strategy guides governments on risk management, workforce planning, standards, and public private coordination.
Source: www.helpnetsecurity.com
Jed York on substation injury theory: I think we can debunk it
Jed York on substation injury theory: I think we can debunk it
The 49ers have a perception problem when it comes to the possibility that their uptick in injuries has been caused by the proximity of the team's practice facility to an electrical substation.
Source: www.nbcsports.com
Accor’s Camil Yazbeck on its next growth chapter, augmented hospitality and authencity
Accor’s Camil Yazbeck on its next growth chapter, augmented hospitality and authencity
Accor's global chief development officer - premium, midscale and economy, explains its concept of augmented hospitality
Source: gulfbusiness.com
AI Fears Hammer Alternative Asset Managers:
AI Fears Hammer Alternative Asset Managers:

Source: www.hedgeco.net
Kotak Mahindra Bank to hire 500 engineers in tech push
Kotak Mahindra Bank to hire 500 engineers in tech push
Chief Technology Officer Bhavnish Lathia is targeting recruits at large tech firms as well as competing banks to build a technology company with a banking license,’ he said in an interview.
Source: www.livemint.com
UPSC Mains Answer Writing Practice Insights SECURE: 5 February 2026
UPSC Mains Answer Writing Practice Insights SECURE: 5 February 2026
The Insights IAS Secure Initiative for UPSC Mains Answer Writing practice enables you to practice daily answer writing, enhancing your skills
Source: www.insightsonindia.com
Paza: Introducing automatic speech recognition benchmarks and models for low resource languages
Paza: Introducing automatic speech recognition benchmarks and models for low resource languages
Microsoft Research unveils Paza, a human-centered speech pipeline, and PazaBench, the first leaderboard for low-resource languages. It covers 39 African languages and 52 models and is tested with communities in real settings.
Source: www.microsoft.com
[2602.04375] Angle dependent dose transformer algorithm for fast proton therapy dose calculations
[2602.04375] Angle dependent dose transformer algorithm for fast proton therapy dose calculations
Accurate 3D dose calculation for Pencil Beam Scanning Proton Therapy (PBSPT) is typically performed with Monte Carlo (MC) engines, but their runtimes limit adaptive workflows and repeated evaluations. Current deep-learning proton dose engines often require orthogonality between proton rays and the CT grid, forcing computationally expensive beamlet-wise 3D reinterpolation. We propose the Angle-dependent Dose Transformer Algorithm (ADoTA), which eliminates grid rotation by augmenting the model inp
Source: arxiv.org
RWE constructs a battery storage system with a capacity of 400 megawatts in Lingen
RWE constructs a battery storage system with a capacity of 400 megawatts in Lingen
On a site in Lingen, Lower Saxony, where acrylic fibres were produced until 2021, the largest battery storage facility in the region is now being built. RWE is constructing a 400-megawatt (MW) batte. . .
Source: globalrenewablenews.com
RWE and Aneo sign transaction agreement for the sale of RWE's Swedish wind activities
RWE and Aneo sign transaction agreement for the sale of RWE's Swedish wind activities
Highlights Scope of the transaction: RWE's Swedish onshore assets and development pipeline, the Karehamn offshore wind farm, part of the third-party onshore service business and the onsh. . .
Source: globalrenewablenews.com
SoCalGas Petitions CPUC to Update Hydrogen Blending Demonstration Requirements Based on Global Safety History and Research
SoCalGas Petitions CPUC to Update Hydrogen Blending Demonstration Requirements Based on Global Safety History and Research
Southern California Gas Co. (SoCalGas), along with San Diego Gas & Electric Company and Southwest Gas Corporation, on Tuesday submitted a petition to the California Public Utilities Commission (CPUC) . . .
Source: globalrenewablenews.com
DOC becoming 'extremely concerned' about Wellington sewage leak
DOC becoming 'extremely concerned' about Wellington sewage leak
The leak may impact sponges, muscles, penguins and fish that eat particles in the water.
Source: www.rnz.co.nz
Ukraine treating ethnic Hungarians like cannon fodder’ Orban
Ukraine treating ethnic Hungarians like cannon fodder’ Orban
Hungary has condemned the forced conscription of ethnic Hungarians by Ukraine
Source: www.rt.com
Comedy is we real natural resource
Comedy is we real natural resource
Dem boys seh if Guyana ever decide to diversify fuh real, forget oil, forget gas, forget even gold. All dem boys seh the biggest untapped resource in this country is Guyanese wit. Pure, raw, unrefined comedy coming straight from the people, no subsidy required.
Source: kaieteurnewsonline.com
Trudging Through Nonsense

Source: aphyr.com
What are solar flares and coronal mass ejections (CMEs)? Explain how they can cause radio blackouts on Earth.
What are solar flares and coronal mass ejections (CMEs)? Explain how they can cause radio blackouts on Earth.
Topic: Awareness in the fields of IT, Space. Q5. What are solar flares and coronal mass ejections (CMEs)? Explain how they can cause radio blackouts on Earth. (10 M) Difficulty Level: Medium Reference: NIE Why the question With ISRO issuing warnings on strong radio blackout risks during intense solar storms, space weather has become a Continue reading What are solar flares and coronal mass ejections (CMEs)? Explain how they can cause radio blackouts on Earth.
Source: www.insightsonindia.com
His Whole World Was Part Of A Lie For Over 55 Years : 63 Drunk Confessions That Went Off The Rails
His Whole World Was Part Of A Lie For Over 55 Years : 63 Drunk Confessions That Went Off The Rails
Alcohol does make people talk more and that part isn’t up for debate. After a few drinks, our mental filter starts clocking out, and suddenly our deepest, darkest secrets start spilling out. People online have been sharing some of the wildest things they’ve heard from drunk friends, family, colleagues or even things they themselves admitted after a night out. We’re talking secret affairs that have been buried for decades, surprise children no one knew about, late-night declarations of love
Source: www.boredpanda.com
Hong Kong climbs back into investors’ crosshairs as living and hotels lead the rebound
Hong Kong climbs back into investors’ crosshairs as living and hotels lead the rebound
Hong Kong has vaulted into fifth place among the Asia-Pacific’s most attractive cross border real estate destinations for 2026, signalling a brighter turn i...
Source: www.dimsumdaily.hk
digxipop Launches AI-Powered Custom Figurine Platform, Turning a Single Photo into a Collectible Physical Keepsake
digxipop Launches AI-Powered Custom Figurine Platform, Turning a Single Photo into a Collectible Physical Keepsake
digxipop launches an AI-powered platform that turns a single photo into a fully customized, 3D-printed figurine. By combining advanced generative AI with physical manufacturing, the company transforms digital memories into tangible, collectible keepsakes for modern personalized gifting.
Source: www.manilatimes.net
Movement towards Mumbai completely stopped: How thousands of motorists endured 32-hour traffic nightmare on expressway
Movement towards Mumbai completely stopped: How thousands of motorists endured 32-hour traffic nightmare on expressway
PUNE: Thousands of commuters of all ages and backgrounds had a harrowing time for over 32 hours as traffic on the Pune-Mumbai Expressway was disrupted.
Source: timesofindia.indiatimes.com
No Cauvery Water In Bengaluru On Feb 5 And 6: Check If Your Area Is Affected
No Cauvery Water In Bengaluru On Feb 5 And 6: Check If Your Area Is Affected
The shutdown will begin at 6:00 am on February 5 and continue until 6:00 am on February 6. During this period, water will not be supplied to areas dependent on the stages.
Source: www.news18.com
City Power rules out transformer explosion as reason for Joburg building collapse
City Power rules out transformer explosion as reason for Joburg building collapse
Sections of a building in the Johannesburg CBD collapsed on Monday morning, leaving three people with third-degree burns.
Source: www.citizen.co.za
Zimplats wins royalty dispute as High Court blocks ZIMRA’s US 7.1m claim
Zimplats wins royalty dispute as High Court blocks ZIMRA’s US 7.1m claim
ZIMRA plan to retrospectively tax mineral-bearing products’ fails
Source: www.zimlive.com
Nexus Select Trust reports 15 on-year growth in Q3 Net Operating Income
Nexus Select Trust reports 15 on-year growth in Q3 Net Operating Income
Nexus Select Trust reported a 15 year-on-year growth in net operating income to Rs 450 crore for the December quarter, maintaining 97 occupancy. The REIT also achieved its highest quarterly tenant sales of Rs 4,100 crore, up 16 , and declared its highest-ever quarterly distribution of Rs 358.6 crore.
Source: economictimes.indiatimes.com
[2602.01059] DRFormer: A Dual-Regularized Bidirectional Transformer for Person Re-identification
[2602.01059] DRFormer: A Dual-Regularized Bidirectional Transformer for Person Re-identification
Both fine-grained discriminative details and global semantic features can contribute to solving person re-identification challenges, such as occlusion and pose variations. Vision foundation models ( textit{e.g.}, DINO) excel at mining local textures, and vision-language models ( textit{e.g.}, CLIP) capture strong global semantic difference. Existing methods predominantly rely on a single paradigm, neglecting the potential benefits of their integration. In this paper, we analyze the complementary
Source: arxiv.org
[2602.01194] EMFormer: Efficient Multi-Scale Transformer for Accumulative Context Weather Forecasting
[2602.01194] EMFormer: Efficient Multi-Scale Transformer for Accumulative Context Weather Forecasting
Long-term weather forecasting is critical for socioeconomic planning and disaster preparedness. While recent approaches employ finetuning to extend prediction horizons, they remain constrained by the issues of catastrophic forgetting, error accumulation, and high training overhead. To address these limitations, we present a novel pipeline across pretraining, finetuning and forecasting to enhance long-context modeling while reducing computational overhead. First, we introduce an Efficient Multi-s
Source: arxiv.org
[2602.00865] Distill3R: A Pipeline for Democratizing 3D Foundation Models on Commodity Hardware
[2602.00865] Distill3R: A Pipeline for Democratizing 3D Foundation Models on Commodity Hardware
While multi-view 3D reconstruction has shifted toward large-scale foundation models capable of inferring globally consistent geometry, their reliance on massive computational clusters for training has created a significant barrier to entry for most academic laboratories. To bridge this compute divide, we introduce Distill3R, a framework designed to distill the geometric reasoning of 3D foundation models into compact students fully trainable on a single workstation. Our methodology centers on two
Source: arxiv.org
[2602.00736] GBD-DART-II: 175 MHz Polarimetric Observation of Pulsars from Gauribidanur and a New Pulsar Signal Processing Pipeline
[2602.00736] GBD-DART-II: 175 MHz Polarimetric Observation of Pulsars from Gauribidanur and a New Pulsar Signal Processing Pipeline
A new pulsar signal-processing pipeline has been developed for observing pulsars with the Diamond Array Radio Telescope at the Gauribidanur radio observatory. The array consists of 32 off-axis dual-polarised LPDAs, with a nominal gain of 22 dBi between 130 and 350 MHz and a 15-degree HPBW at 175 MHz for transit observations on pulsars. Custom-built receivers and real-time data-capture and analysis tools have been developed and used. Receiver output voltages from a transient buffer, as well as fu
Source: arxiv.org
MP asks government about freight-only line amid 'closure by stealth' concerns
MP asks government about freight-only line amid 'closure by stealth' concerns
Ivanhoe Line lost its passenger service in 1964 but some fear it could be closed by stealth with half of it signed out of use
Source: www.railmagazine.com
[2602.01273] Q-DiT4SR: Exploration of Detail-Preserving Diffusion Transformer Quantization for Real-World Image Super-Resolution
[2602.01273] Q-DiT4SR: Exploration of Detail-Preserving Diffusion Transformer Quantization for Real-World Image Super-Resolution
Recently, Diffusion Transformers (DiTs) have emerged in Real-World Image Super-Resolution (Real-ISR) to generate high-quality textures, yet their heavy inference burden hinders real-world deployment. While Post-Training Quantization (PTQ) is a promising solution for acceleration, existing methods in super-resolution mostly focus on U-Net architectures, whereas generic DiT quantization is typically designed for text-to-image tasks. Directly applying these methods to DiT-based super-resolution mod
Source: arxiv.org
[2602.01419] Semi-supervised CAPP Transformer Learning via Pseudo-labeling
[2602.01419] Semi-supervised CAPP Transformer Learning via Pseudo-labeling
High-level Computer-Aided Process Planning (CAPP) generates manufacturing process plans from part specifications. It suffers from limited dataset availability in industry, reducing model generalization. We propose a semi-supervised learning approach to improve transformer-based CAPP transformer models without manual labeling. An oracle, trained on available transformer behaviour data, filters correct predictions from unseen parts, which are then used for one-shot retraining. Experiments on small
Source: arxiv.org
[2602.01459] Understanding vision transformer robustness through the lens of out-of-distribution detection
[2602.01459] Understanding vision transformer robustness through the lens of out-of-distribution detection
Vision transformers have shown remarkable performance in vision tasks, but enabling them for accessible and real-time use is still challenging. Quantization reduces memory and inference costs at the risk of performance loss. Strides have been made to mitigate low precision issues mainly by understanding in-distribution (ID) task behaviour, but the attention mechanism may provide insight on quantization attributes by exploring out-of-distribution (OOD) situations. We investigate the behaviour of
Source: arxiv.org
[2602.01613] A Practical Tensor-Network Compression Pipeline for Production-Scale Large Language Models
[2602.01613] A Practical Tensor-Network Compression Pipeline for Production-Scale Large Language Models
Large language models are limited in deployment by GPU memory and inference latency. We present Minima, a production compression pipeline that learns where and how to structurally compress a Transformer and turns that compression into real serving gains. Minima trains a lightweight convolutional predictor to estimate layer- and patch-level sensitivity, applies a mixture of Tucker, tensor-train, and tensor-ring decompositions to low-sensitivity regions, performs a short healing fine-tune, and exe
Source: arxiv.org
[2602.01633] Federated Vision Transformer with Adaptive Focal Loss for Medical Image Classification
[2602.01633] Federated Vision Transformer with Adaptive Focal Loss for Medical Image Classification
While deep learning models like Vision Transformer (ViT) have achieved significant advances, they typically require large datasets. With data privacy regulations, access to many original datasets is restricted, especially medical images. Federated learning (FL) addresses this challenge by enabling global model aggregation without data exchange. However, the heterogeneity of the data and the class imbalance that exist in local clients pose challenges for the generalization of the model. This stud
Source: arxiv.org
[2602.01766] CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling
[2602.01766] CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling
The quadratic complexity and indefinitely growing key-value (KV) cache of standard Transformers pose a major barrier to long-context processing. To overcome this, we introduce the Collaborative Memory Transformer (CoMeT), a novel architecture that enables LLMs to handle arbitrarily long sequences with constant memory usage and linear time complexity. Designed as an efficient, plug-in module, CoMeT can be integrated into pre-trained models with only minimal fine-tuning. It operates on sequential
Source: arxiv.org
[2406.09260] Deep Transformer Network for Monocular Pose Estimation of Shipborne Unmanned Aerial Vehicle
[2406.09260] Deep Transformer Network for Monocular Pose Estimation of Shipborne Unmanned Aerial Vehicle
This paper introduces a deep transformer network for estimating the relative 6D pose of a Unmanned Aerial Vehicle (UAV) with respect to a ship using monocular images. A synthetic dataset of ship images is created and annotated with 2D keypoints of multiple ship parts. A Transformer Neural Network model is trained to detect these keypoints and estimate the 6D pose of each part. The estimates are integrated using Bayesian fusion. The model is tested on synthetic data and in-situ flight experiments
Source: arxiv.org
[2602.02067] Multi-View Stenosis Classification Leveraging Transformer-Based Multiple-Instance Learning Using Real-World Clinical Data
[2602.02067] Multi-View Stenosis Classification Leveraging Transformer-Based Multiple-Instance Learning Using Real-World Clinical Data
Coronary artery stenosis is a leading cause of cardiovascular disease, diagnosed by analyzing the coronary arteries from multiple angiography views. Although numerous deep-learning models have been proposed for stenosis detection from a single angiography view, their performance heavily relies on expensive view-level annotations, which are often not readily available in hospital systems. Moreover, these models fail to capture the temporal dynamics and dependencies among multiple views, which are
Source: arxiv.org
[2507.11384] Addressing Data Imbalance in Transformer-Based Multi-Label Emotion Detection with Weighted Loss
[2507.11384] Addressing Data Imbalance in Transformer-Based Multi-Label Emotion Detection with Weighted Loss
This paper explores the application of a simple weighted loss function to Transformer-based models for multi-label emotion detection in SemEval-2025 Shared Task 11. Our approach addresses data imbalance by dynamically adjusting class weights, thereby enhancing performance on minority emotion classes without the computational burden of traditional resampling methods. We evaluate BERT, RoBERTa, and BART on the BRIGHTER dataset, using evaluation metrics such as Micro F1, Macro F1, ROC-AUC, Accuracy
Source: arxiv.org
WuXi Biologics and HanchorBio Enter Strategic Partnership to Advance Next-Generation Bi-
WuXi Biologics and HanchorBio Enter Strategic Partnership to Advance Next-Generation Bi-
WuXi Biologics (2269.HK), a global leading Contract Research, Development and Manufacturing Organization (CRDMO), and HanchorBio Inc. (TPEx: 7827), a global ...
Source: en.antaranews.com
India agreed to stop buying Russian oil: Trump's biggest demand met?
India agreed to stop buying Russian oil: Trump's biggest demand met?
Trump announced that India has agreed to stop buying Russian oil and increase purchases from the US after months of trade pressure and tariff threats over New Delhi’s energy ties with Moscow. While the US has framed the move as a strategic win linked to the Ukraine war, India hasn't mentioned Russian oil yet.
Source: www.indiatoday.in
Power up your pipeline workflow with 24x and 32x step sizes
Power up your pipeline workflow with 24x and 32x step sizes
Last year we launched 16x step sizes as part of our commitment to improve Bitbucket Pipelines performance. Demand continues to...
Source: www.atlassian.com
Hyundai Motor Shares Is Still A 'Buy' Says Motilal Oswal Despite Weak Q3 Here's Why
Hyundai Motor Shares Is Still A 'Buy' Says Motilal Oswal Despite Weak Q3 Here's Why
Motilal Oswal believes Hyundai Motor remains well-positioned to benefit from the premiumisation trend in India, given its mix is in favor of SUVs.
Source: www.ndtvprofit.com
Simon Property Group outlines 13.13 per share FFO guidance and 4B development pipeline while advancing leasing and redevelopment (NYSE:SPG)
Simon Property Group outlines 13.13 per share FFO guidance and 4B development pipeline while advancing leasing and redevelopment (NYSE:SPG)
Simon Property Group (SPG) Q4 2025 earnings call recap: record FFO, leasing/NOI growth, 2026 guidance & tariff risks.
Source: seekingalpha.com
Next-Gen chips, real-world challenges: India Semiconductor Mission 2.0
Next-Gen chips, real-world challenges: India Semiconductor Mission 2.0
Explore India's ambitious Semiconductor Mission 2.0 as it aims for leadership in the global chip ecosystem amidst challenges in skills, technology, and infrastructure.
Source: cio.economictimes.indiatimes.com
Oil companies demand surrender, but USW keeps 30,000 refinery workers on the job after contract expires
Oil companies demand surrender, but USW keeps 30,000 refinery workers on the job after contract expires
A struggle must be waged against the union bureaucrats, who are working with management and the government to impose another concessions contract.
Source: www.wsws.org
lynaghk/vibe: Easy Linux virtual machine on MacOS to sandbox LLM agents.
lynaghk/vibe: Easy Linux virtual machine on MacOS to sandbox LLM agents.

Source: github.com
More interest rates relief coming for homeowners
More interest rates relief coming for homeowners
Interest rates might have started to rise but what home loan borrowers pay in interest is likely to keep falling through this year.
Source: www.rnz.co.nz
[VIC] Growatt 5kw [ 7890] & 10kw [ 8890] Single-Phase Inverter with 40kwh @ Illumina Energy
[VIC] Growatt 5kw [ 7890] & 10kw [ 8890] Single-Phase Inverter with 40kwh @ Illumina Energy
Deal: [VIC] Growatt 5kw [ 7890] & 10kw [ 8890] Single-Phase Inverter with 40kwh @ Illumina Energy, Store: Illumina Energy, Category: Electrical & Electronics
Source: www.ozbargain.com.au
How Claudia Sulewski’s Cyklar Is Reshaping the Modern Body Care Routine
How Claudia Sulewski’s Cyklar Is Reshaping the Modern Body Care Routine
Claudia Sulewski talks bringing Cyklar's TikTok-viral body oils, washes and perfume oils to Sephora.
Source: wwd.com
Maesa Bets on Body Care With Ontu Launch
Maesa Bets on Body Care With Ontu Launch
Maesa debuts Ontu at Target, offering science-backed body care with indulgent formulas and hero products from 14.99 to 22.99.
Source: wwd.com
In Graphic Detail: Why TikTok still faces an uphill battle in the U.S.
In Graphic Detail: Why TikTok still faces an uphill battle in the U.S.
TikTok’s existence in the U.S. under new ownership, isn’t as smooth sailing as it hoped, at least not yet.
Source: digiday.com
[2502.00213] Understanding Transformer Optimization via Gradient Heterogeneity
[2502.00213] Understanding Transformer Optimization via Gradient Heterogeneity
Transformers are difficult to optimize with stochastic gradient descent (SGD) and largely rely on adaptive optimizers such as Adam. Despite their empirical success, the reasons behind Adam's superior performance over SGD remain poorly understood. In this study, we analyze the optimization of Transformer models through the lens of emph{gradient heterogeneity}, defined as the variation in gradient norms across parameter blocks. We provide a theoretical analysis showing that gradient heterogeneity
Source: arxiv.org
[2601.22464] Constructing a gravitational wave analysis pipeline for extremely large mass ratio inspirals
[2601.22464] Constructing a gravitational wave analysis pipeline for extremely large mass ratio inspirals
Extremely large mass-ratio inspirals (XMRIs), consisting of a brown dwarf orbiting a supermassive black hole, emit long-lived and nearly monochromatic gravitational waves in the millihertz band and constitute a promising probe of strong-field gravity and black-hole properties. However, dedicated data-analysis pipelines for XMRI signals have not yet been established. In this work, we develop, for the first time, a hierarchical semi-coherent search pipeline for XMRIs tailored to space-based gravit
Source: arxiv.org
Zelestra delivers full commercial operations at its first solar facility in Italy, the 6.5 MWdc Ginosa plant
Zelestra delivers full commercial operations at its first solar facility in Italy, the 6.5 MWdc Ginosa plant
Zelestra, a global, multi-technology, customer-focused renewable energy company, has announced full commercial operations at the 6.5 MWdc Ginosa solar plant in Puglia, Italy.Ginosa is the fi. . .
Source: globalrenewablenews.com
Gold, bauxite power non-oil expert boom
Gold, bauxite power non-oil expert boom
Guyana’s non-oil export earnings surged in 2025, driven largely by strong performances in the gold and bauxite sectors, with export revenues climbing to US 1.6 billion and US 144.1 million, respectively.
Source: kaieteurnewsonline.com
Stock markets bounce back in early trade after sharp decline on Budget day
Stock markets bounce back in early trade after sharp decline on Budget day
Stock markets rebound in early trade after Budget day decline, led by value-buying in blue-chip companies.
Source: www.thehindu.com
Russia kills 12 Ukrainian miners in deadly bus attack hours after peace talks postponed
Russia kills 12 Ukrainian miners in deadly bus attack hours after peace talks postponed
Imagine waking up to another day in war-torn Ukraine, where the air hums with the distant echoes of conflict, and yet, for ordinary workers, life clings to
Source: commstrader.com
Programming Principles in the Age of AI: DRY
Programming Principles in the Age of AI: DRY
Programming Principles in the Age of AI: DRY This is the first article in a series of thought experiments where I revisit programming principles through the lens of AI-assisted development. Obviously, we are in the midst of a paradigm change yet nobo...
Source: kirilltolmachev.dev
OMC Shares Rise After Crude Oil Prices Drop 4 On Easing US-Iran Tensions
OMC Shares Rise After Crude Oil Prices Drop 4 On Easing US-Iran Tensions
Brent, the global benchmark, dropped more than 4 to just above 66 per barrel, while the West Texas Intermediate (WTI) fell below 63 during Asian trading hours.
Source: www.ndtvprofit.com
Sensex jumps over 300 pts, Nifty above 24,850 as investors assess annual budget
Sensex jumps over 300 pts, Nifty above 24,850 as investors assess annual budget
Sensex and Nifty rebounded from losses in a special weekend session, as investors assessed the implications of the federal budget, which fell short of expectations for measures to attract foreign capital.
Source: economictimes.indiatimes.com
Interpol Issues red notice for Mohammad Riza Chalid
Interpol Issues red notice for Mohammad Riza Chalid
The National Central Bureau (NCB) of Interpol Indonesia announced on Friday, January 23, that Interpol had issued a red notice for Mohammad Riza Chalid ...
Source: en.antaranews.com
Russia kills 12 Ukrainian miners in deadly bus attack hours after peace talks postponed
Russia kills 12 Ukrainian miners in deadly bus attack hours after peace talks postponed
Russian drone strike killed 12 Ukrainian coal miners in what DTEK CEO Maxim Timchenko called an unprovoked terrorist attack on civilian workers returning from their shift.
Source: www.foxnews.com
The Paradox of Microsoft’s 357 Billion Evaporation: When Strong Earnings Meet Market Skepticism
The Paradox of Microsoft’s 357 Billion Evaporation: When Strong Earnings Meet Market Skepticism
Microsoft's unprecedented 357 billion single-day market value loss despite strong earnings reveals a fundamental shift in investor sentiment toward AI investments, as capital expenditure concerns and growth deceleration trigger the largest valuation reset in corporate history and signal broader technology sector vulnerabilities.
Source: www.webpronews.com
Power Grid Share Price Live Updates: Power Grid faces a decline in monthly returns
Power Grid Share Price Live Updates: Power Grid faces a decline in monthly returns
Discover the Power Grid Stock Liveblog, your ultimate resource for real-time updates and insightful analysis on a prominent stock. Keep track of Power Grid with the latest details, including: Last traded price 252.05, Market capitalization: 235630.8, Volume: 4435605, Price-to-earnings ratio 15.18, Earnings per share 16.69. Our comprehensive coverage combines fundamental and technical indicators to provide you with a comprehensive view of Power Grid's performance. Stay informed about breaking new
Source: economictimes.indiatimes.com
Best CRM Marketing Tools in 2026
Best CRM Marketing Tools in 2026
Compare platforms that combine customer data with marketing automation to create personalized campaigns that convert and retain customers.
Source: www.singlegrain.com
Decoding Budget 2026, Weekly Funding Rundown & More
Decoding Budget 2026, Weekly Funding Rundown & More
From tax holidays for cloud infrastructure to strategic pushes in semiconductor and AI, here are the key Budget takeaways for Indian startups.
Source: inc42.com
Extratropical cyclone strengthens off southern Brazil, raising flood and wind risks in Santa Catarina
Extratropical cyclone strengthens off southern Brazil, raising flood and wind risks in Santa Catarina
An extratropical cyclone forecast to develop offshore in the South Atlantic is already driving growing instability across Santa Catarina, with officials warning that conditions could worsen between Monday, Feb. 2, and Wednesday, Feb. 4. The alerts were issued by Defesa Civil de Santa Catarina and reported by Ag ncia Brasil.
Source: en.mercopress.com
China AI deals push Hong Kong listings to busiest start of the year
China AI deals push Hong Kong listings to busiest start of the year
Initial public offerings fetched about 5 billion last month, the highest total for any January on record.
Source: www.japantimes.co.jp
Arctic Vision Announces Deal to Integrate MDCO Technology’s Ophthalmic Device Business to Form a Global Drug-Device Innovation Platform
Arctic Vision Announces Deal to Integrate MDCO Technology’s Ophthalmic Device Business to Form a Global Drug-Device Innovation Platform
SHANGHAI, Feb. 02, 2026 (GLOBE NEWSWIRE) -- Headquartered in Shanghai, Arctic Vision (Cayman) Limited ('Arctic Vision ), a global ophthalmic company, announced that it has entered into an agreement to acquire the innovative ophthalmic device business of MDCO Technology, a Hangzhou-based ophthalmic medical-device company.
Source: www.manilatimes.net
Transformer v5: What It Is and How Developers Build With It
Transformer v5: What It Is and How Developers Build With It
A deep technical guide explaining what Transformer v5 introduces and how developers use its APIs, architecture changes, and performance improvements in production systems.
Source: www.c-sharpcorner.com
Billion-Dollar Collapse
Billion-Dollar Collapse
WESTERN BUREAU: Three months after Hurricane Melissa struck western Jamaica, large sections of the community cable network remain dark, leaving operators to confront an estimated 1.4 billion in losses and the possibility that locally owned media...
Source: jamaica-gleaner.com
Transformers v5: What’s New and How to Use the Latest Hugging Face Release
Transformers v5: What’s New and How to Use the Latest Hugging Face Release
Learn what Transformers v5 introduces and how to use its new architecture, APIs, and performance improvements for modern NLP, vision, and multimodal workflows.
Source: www.c-sharpcorner.com
AP News in Brief at 12:04 a.m. EST
AP News in Brief at 12:04 a.m. EST
Epstein files lead to resignation in Slovakia and calls in Britain for former prince to cooperate NEW YORK (AP) Newly disclosed U.S. government files on Jeffrey Epstein have prompted the resignation...
Source: www.winnipegfreepress.com
RVNL, other railway stocks rally up to 3 ahead of Union Budget 2026. Here’s what’s on the agenda
RVNL, other railway stocks rally up to 3 ahead of Union Budget 2026. Here’s what’s on the agenda
Railway stocks saw a rise on Sunday, February 1. Investors are optimistic about the upcoming Union Budget. Expectations are high for increased government spending on infrastructure, especially railways and transport. This anticipated capital expenditure push is driving the positive sentiment in railway stocks. The budget is expected to focus on projects like high-speed rail and freight corridors.
Source: economictimes.indiatimes.com
How stock markets will fare on this Budget Day
How stock markets will fare on this Budget Day
Bharat Electronics, Power Grid, NTPC and HDFC Bank were among the other major gainers. However, Infosys, Tata Steel, Eternal and Tech Mahindra were among the laggards.
Source: www.rediff.com
Budget 2026: Stock markets fluctuate in narrow range
Budget 2026: Stock markets fluctuate in narrow range
Stock markets show narrow fluctuations ahead of the Union Budget 2026-27, with key gains from major firms like Sun Pharma.
Source: www.thehindu.com
Konaseema: Gas Leak in Turpu Palem, Officials Act Swiftly
Konaseema: Gas Leak in Turpu Palem, Officials Act Swiftly
Pipeline gas leak in Turpu Palem village raises alarm among residents; authorities take immediate measures to contain the leak and ensure public safety.
Source: www.deccanchronicle.com
From 'bahi-khata' to tablet: Tracing Nirmala Sitharaman’s Union Budget journey since 2019
From 'bahi-khata' to tablet: Tracing Nirmala Sitharaman’s Union Budget journey since 2019
India Business News: Finance minister Nirmala Sitharaman is set to present her ninth consecutive Union Budget on February 1, marking a rare Sunday sitting and a first in i.
Source: timesofindia.indiatimes.com
BoB Q3 net profit inches up 4.39 , lowers FY26 credit costs as asset quality holding up
BoB Q3 net profit inches up 4.39 , lowers FY26 credit costs as asset quality holding up
Bank of Baroda reported a 4.39 rise in Q4 net profit to Rs 5,443 crore, driven by reduced provisions. Despite a 15 loan growth, net interest income saw minimal growth due to margin compression. The bank anticipates exceeding its FY26 loan growth target and aims to improve its Net Interest Margin.
Source: economictimes.indiatimes.com
Markets open flat on historic budget Sunday amid high volatility
Markets open flat on historic budget Sunday amid high volatility
Markets opened flat on Budget Sunday amid high volatility, with cautious sentiment and expectations influencing trading activity.
Source: www.thehindubusinessline.com
K’taka gets 1.1Lcr investments in 11 mths, hits 50 strike rate
K’taka gets 1.1Lcr investments in 11 mths, hits 50 strike rate
Bengaluru: Karnataka has secured Rs 1.1 lakh crore in fresh investments in the past 11 months, industries minister MB Patil said on Saturday, adding t.
Source: timesofindia.indiatimes.com
MTar Technologies, Data Patterns Lead Rally As Budget Buzz Lifts Defence Stocks
MTar Technologies, Data Patterns Lead Rally As Budget Buzz Lifts Defence Stocks
Defence shares see surge ahead of the Union Budget.
Source: www.ndtvprofit.com
Ondas’ American Robotics Optimus Drone Approved for Rapid Federal Procurement via DCMA Blue UAS Cleared List
Ondas’ American Robotics Optimus Drone Approved for Rapid Federal Procurement via DCMA Blue UAS Cleared List
Approval confirms compliance with Department of War cybersecurity, supply-chain, and operational standards, further positioning Ondas’ dual-use autonomous platform for expanded deployment across de
Source: www.suasnews.com
Budget Day stocks: 10 picks for your watchlist & why analysts suggest a buy-on-dips strategy
Budget Day stocks: 10 picks for your watchlist & why analysts suggest a buy-on-dips strategy
Investors are watching the Union Budget for fiscal consolidation and growth spending. Analysts recommend buying quality stocks on dips, especially in infrastructure, defence, power, and housing. Key themes include sustained public capex, targeted support for rural demand, and thrust on renewables. Companies in these sectors are expected to benefit from government initiatives and policy continuity.
Source: economictimes.indiatimes.com
Lacewing - Quirky Series
Lacewing - Quirky Series
Get the Lacewing - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store.
Source: assetstore.unity.com
Katydid - Quirky Series
Katydid - Quirky Series
Get the Katydid - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store.
Source: assetstore.unity.com
Grasshopper - Quirky Series
Grasshopper - Quirky Series
Get the Grasshopper - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store.
Source: assetstore.unity.com
Fly - Quirky Series
Fly - Quirky Series
Get the Fly - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store.
Source: assetstore.unity.com
Charlie Brown Beetle - Quirky Series
Charlie Brown Beetle - Quirky Series
Get the Charlie Brown Beetle - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store.
Source: assetstore.unity.com
Dragonfly - Quirky Series
Dragonfly - Quirky Series
Get the Dragonfly - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store.
Source: assetstore.unity.com
Cockroach - Quirky Series
Cockroach - Quirky Series
Get the Cockroach - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store.
Source: assetstore.unity.com
Caterpillar - Quirky Series
Caterpillar - Quirky Series
Get the Caterpillar - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store.
Source: assetstore.unity.com
Beetle - Quirky Series
Beetle - Quirky Series
Get the Beetle - Quirky Series package from Omabuarts Studio and speed up your game development process. Find this & other Characters options on the Unity Asset Store.
Source: assetstore.unity.com
Digital.Marketing Featured as Top Cybersecurity Digital Marketing Agency by SEC.co
Digital.Marketing Featured as Top Cybersecurity Digital Marketing Agency by SEC.co
Independent industry report recognizes Digital.Marketing for cybersecurity specialization, compliance-aware strategy, and revenue-focused execution
Source: www.manilatimes.net
Red Fort Blast Investigation Reveals Wider Terror Plot Targeting Coffee Chain Outlets
Red Fort Blast Investigation Reveals Wider Terror Plot Targeting Coffee Chain Outlets

Source: swarajyamag.com
Oppo Find X9 Ultra, Find X9s and Find N6 global release timeline leaks
Oppo Find X9 Ultra, Find X9s and Find N6 global release timeline leaks
Oppo is expected to expand its flagship Find lineup with three new models: the Find N6, Find X9 Ultra, and Find X9s. A new leak now outlines the global launch timeline for all three devices and reveals their expected color options.
Source: www.notebookcheck.net
Growth of Cybersecurity Demand Accelerates as Enterprises Face Rising Threat Volume, Regulatory Pressure, and Financial Exposure
Growth of Cybersecurity Demand Accelerates as Enterprises Face Rising Threat Volume, Regulatory Pressure, and Financial Exposure
SEC.co Expands Cybersecurity Risk Intelligence Platform to Connect Cyber Incidents With Financial and Regulatory Impact
Source: www.manilatimes.net
GSCP-15 and Governed Agentic AI: Focus to Context Engineering
GSCP-15 and Governed Agentic AI: Focus to Context Engineering
GSCP-15: A governance protocol for agentic AI, ensuring traceability, repeatability, and safety in enterprise LLM workflows through structured control.
Source: www.c-sharpcorner.com
GSCP-15 and Governed Agentic AI: A Technical Framework for Reliable LLM Execution
GSCP-15 and Governed Agentic AI: A Technical Framework for Reliable LLM Execution
GSCP-15: A framework for reliable LLM execution using governed agentic AI. It ensures traceability, repeatability, and safety in enterprise workflows.
Source: www.c-sharpcorner.com
Power demand likely to rise by 100MW this yr in Gr Noida
Power demand likely to rise by 100MW this yr in Gr Noida
Noida: The Noida Power Company Limited (NPCL), which supplies power to Greater Noida, has geared up preparations for supply load augmentation and infr.
Source: timesofindia.indiatimes.com
Signature Towers underpass in Gurgaon remains poorly lit for months, forces drivers to navigate blind spots
Signature Towers underpass in Gurgaon remains poorly lit for months, forces drivers to navigate blind spots
Gurgaon: Signature Towers underpass on NH-8 has turned into a risky passage especially during early morning and late evening hours. Around 150 str.
Source: timesofindia.indiatimes.com
24 TOPS M5Stack AI-8850 LLM Accelerator M.2 Kit offers an alternative to Raspberry Pi AI HAT+ 2
24 TOPS M5Stack AI-8850 LLM Accelerator M.2 Kit offers an alternative to Raspberry Pi AI HAT+ 2
Axera AX8850-based M5Stack AI-88502 LLM Accelerator M.2 Kit 8GB offers an alternative to the Raspberry Pi AI HAT+ 2 for LLM and AI vision.
Source: www.cnx-software.com
Sebi’s no objection’ clears the way for NSE to launch its IPO
Sebi’s no objection’ clears the way for NSE to launch its IPO
The Securities and Exchange Board of India has given the National Stock Exchange the go-ahead for its initial public offering. This marks a significant milestone after a decade of planning. The NSE's IPO is anticipated to be the largest in terms of size and post-market capitalization. Investor interest is high, with a surge in retail participation in unlisted shares.
Source: economictimes.indiatimes.com
Georgia city warns against drinking tap water after Atlanta airport fuel spill
Georgia city warns against drinking tap water after Atlanta airport fuel spill
A town south of Atlanta has advised its residents not to drink their tap water after a fuel spill at Atlanta’s airport may have contaminated the Flint River
Source: abcnews.go.com
India's AI and semiconductor foray marks crucial shift in employment landscape
India's AI and semiconductor foray marks crucial shift in employment landscape
Exploring how India's growth in AI and semiconductor manufacturing is reshaping the job landscape, creating millions of new roles and emphasizing the need for skilled talent.
Source: cio.economictimes.indiatimes.com
India to buy oil from Venezuela instead of Russia? US pitch to counter 25 tariffs
India to buy oil from Venezuela instead of Russia? US pitch to counter 25 tariffs
India Business News: The United States has told India it can soon resume purchases of Venezuelan oil to reduce its reliance on Russian crude, Reuters reported. The move is.
Source: timesofindia.indiatimes.com
Budget 2026 expectations: From HAL to BEL
Budget 2026 expectations: From HAL to BEL
India Business News: By Yellapu SantoshBudget 2026: We expect an inflection in India’s upcoming defence budget cycle, with core message being, capital outlay likely to gro.
Source: timesofindia.indiatimes.com
Protesters call for nationwide strike against Donald Trump's immigration policies
Protesters call for nationwide strike against Donald Trump's immigration policies
Nationwide protests erupted on Friday with calls for a complete shutdown of work, school, and shopping. Demonstrations targeted the Trump administration's immigration policies. Incidents involving federal agents fueled public anger. Protests occurred in various cities, including Minneapolis, Michigan, Georgia, Maine, and Los Angeles. Some schools canceled classes, and businesses closed or donated proceeds to immigrant support groups.
Source: economictimes.indiatimes.com
KTM, Triumph steal the show for Bajaj Auto in December quarter
KTM, Triumph steal the show for Bajaj Auto in December quarter
Bajaj Auto reports a strong December quarter with KTM and Triumph driving significant year-on-year growth in motorcycle sales, highlighting demand in the premium segment and upcoming models.
Source: auto.economictimes.indiatimes.com
Minister orders closure of illegal back gates, crackdown on encroachments in Panchkula
Minister orders closure of illegal back gates, crackdown on encroachments in Panchkula
Panchkula: Haryana revenue and disaster management minister Vipul Goyal Friday directed officials to take immediate action against illegal encroachmen.
Source: timesofindia.indiatimes.com
Families warned not to drink tap water as concerns grow over Atlanta airport fuel spill
Families warned not to drink tap water as concerns grow over Atlanta airport fuel spill
Residents in Griffin, Georgia, south of Atlanta, has told residents not to drink their tap water after a fuel spill occurred at Hartsfield-Jackson Atlanta International Airport.
Source: nypost.com
The shift left hangover: Why modern platforms are shifting down to cure developer fatigue
The shift left hangover: Why modern platforms are shifting down to cure developer fatigue
The next phase of platform engineering isn't about giving developers more tools; it's about taking requirements off their plate.
Source: thenewstack.io
Uber Gets Ready for AI in Network Observability with Cloud Native Overhaul
Uber Gets Ready for AI in Network Observability with Cloud Native Overhaul
Transportation company Uber has publishing a detailed account of its new observability platform on it's blog, highlighting that for them, network visibility is now a strategic capability rather than a set of discrete monitoring tools.
Source: www.infoq.com
Anti-ICE Protests Take Place Nationwide
Anti-ICE Protests Take Place Nationwide
Protesters across the nation participated in a general strike on Friday, demonstrating against ICE presence in some cities.
Source: www.businessinsider.com
Design, Simulation, Operation: The Three Layers of Software Dependency That Leave Indian Industry Vulnerable to Foreign Chokepoints
Design, Simulation, Operation: The Three Layers of Software Dependency That Leave Indian Industry Vulnerable to Foreign Chokepoints

Source: swarajyamag.com
The ClawdBot Heist: How Anthropic’s AI Assistant Became an Unwitting Accomplice in Cryptocurrency Theft
The ClawdBot Heist: How Anthropic’s AI Assistant Became an Unwitting Accomplice in Cryptocurrency Theft
Security researchers have uncovered ClawdBot, a sophisticated attack that exploits Anthropic's Claude AI to steal cryptocurrency by manipulating the Model Context Protocol integration. The technique represents a new category of AI-mediated theft that challenges existing security frameworks.
Source: www.webpronews.com
WB offers 5-year 8-10bn support in new structure
WB offers 5-year 8-10bn support in new structure
India Business News: New Delhi: With a focus on creating jobs in the private sector, the World Bank on Friday announced a new country framework for India with an annual su.
Source: timesofindia.indiatimes.com
Human Rights in China
Human Rights in China
In Hong Kong, the national security trial of three Tiananmen massacre commemoration organizers began last Thursday; Zhang Youxia is the latest victim of Xi's political purges; UN experts decry ethnic minorities' forced labor; Chinese hackers had access to UK top leaders' phones for years, and more.
Source: hrichina.substack.com
lekt9/openclaw-foundry: The forge that forges itself. Self-writing meta-extension for OpenClaw.ai
lekt9/openclaw-foundry: The forge that forges itself. Self-writing meta-extension for OpenClaw.ai
The forge that forges itself. Self-writing meta-extension for OpenClaw.ai - lekt9/openclaw-foundry
Source: github.com
Donald Trump threatens oil supply tariffs on Cuba allies
Donald Trump threatens oil supply tariffs on Cuba allies
US President Donald Trump announces potential tariffs on countries providing oil to Cuba, ramping up pressure on the island’s leadership.
Source: www.jpost.com
Medium says employees can join Friday's strike against ICE
Medium says employees can join Friday's strike against ICE
The company's CEO wrote to employees that sometimes it feels awkward to navigate being both on-mission and on-money.
Source: www.businessinsider.com
Tux Machines Calibre 9.0 Open-Source Ebook Manager Released with New Bookshelf View
Tux Machines Calibre 9.0 Open-Source Ebook Manager Released with New Bookshelf View

Source: news.tuxmachines.org
Through the eyes of Iranian protesters, glimpses of disorder, disarray and death
Through the eyes of Iranian protesters, glimpses of disorder, disarray and death
BEIRUT (AP) This time felt different. The 25-year-old Iranian fashion designer hoped that mass protests nearly four years ago would improve civil rights in the Islamic Republic. Not much changed, th...
Source: www.winnipegfreepress.com
Through the eyes of Iranian protesters, glimpses of disorder, disarray and death
Through the eyes of Iranian protesters, glimpses of disorder, disarray and death
BEIRUT (AP) This time felt different. The 25-year-old Iranian fashion designer hoped that mass protests nearly four years ago the ones that erupted after a young woman was arrested and died in cus...
Source: www.winnipegfreepress.com
Xerox Stock Down On Wider Q4 Loss, FY26 Revenue View Below Street
Xerox Stock Down On Wider Q4 Loss, FY26 Revenue View Below Street
Xerox Holdings Corp. (XRX) lost around 13 percent on Thursday's regular trading on the Nasdaq, after the company reported wider loss in its fourth quarter despi...
Source: www.rttnews.com
LETTER: Nevada officials should focus on gasoline supply chain
LETTER: Nevada officials should focus on gasoline supply chain
The real threat to tourism.
Source: www.reviewjournal.com
India's bioenergy sector set for strong growth, driven by effective policy support
India's bioenergy sector set for strong growth, driven by effective policy support
India's bioenergy sector is set to play an important role underpinning the country's rapidly growing energy markets as robust policy frameworks boost ethanol and compressed biogas production. . .
Source: globalrenewablenews.com
Successful Sale of Three Solar Projects in France
Successful Sale of Three Solar Projects in France
ABO Energy has successfully completed the sale of three solar projects in France with a total capacity of 85 MWp. The income and cash inflows from the three projects will be spread across the fiscal . . .
Source: globalrenewablenews.com
Westbridge Renewable Receives Approval from the Alberta Utilities Commission for Red Willow Solar And Battery Energy Storage Project
Westbridge Renewable Receives Approval from the Alberta Utilities Commission for Red Willow Solar And Battery Energy Storage Project
Westbridge Renewable Energy Corporation (TSXV: WEB) (OTCQX: WEGYF) (FRA: PUQ) (
Source: globalrenewablenews.com
National Shutdown: General strike on January 30 aims to push ICE out of Minnesota. Stores closed, protests scheduled in all 50 states
National Shutdown: General strike on January 30 aims to push ICE out of Minnesota. Stores closed, protests scheduled in all 50 states
National Shutdown organizers are urging Americans to skip work, school, and shopping today after the fatal shooting of Alex Pretti by ICE agents.
Source: www.fastcompany.com
Tux Machines January Nearly Over Already!
Tux Machines January Nearly Over Already!

Source: news.tuxmachines.org
OnePlus Shutdown Rumors Go Viral: What’s Actually Happening
OnePlus Shutdown Rumors Go Viral: What’s Actually Happening
OnePlus shutdown rumors have sparked confusion among fans. Here’s what OnePlus says, why the rumors started, and what the future holds.
Source: nokiapoweruser.com
Vaxcyte Announces Pricing of 550 Million Public Offering
Vaxcyte Announces Pricing of 550 Million Public Offering
SAN CARLOS, Calif., Jan. 29, 2026 (GLOBE NEWSWIRE) -- Vaxcyte, Inc. (Nasdaq: PCVX), a clinical-stage vaccine innovation company, announced today the pricing of an underwritten public offering of common stock. Vaxcyte is selling 11,000,000 shares of common stock in the offering at a public offering price of 50.00 per share. The aggregate gross proceeds to Vaxcyte from this offering are expected to be 550 million, before deducting underwriting discounts and commissions and other offering expense
Source: www.manilatimes.net
Stop ICE murders and dictatorship! Build a rank-and-file movement of the working class for a general strike!
Stop ICE murders and dictatorship! Build a rank-and-file movement of the working class for a general strike!
The movement against dictatorship must be armed with a political perspective, a strategy for victory and new forms of organization rooted in the power of the working class. 
Source: www.wsws.org
Smells like separatism: Oil-rich Alberta slipping from Thwadda Canada to America?
Smells like separatism: Oil-rich Alberta slipping from Thwadda Canada to America?
Rest of World News: TOI correspondent from Washington: Canada is finding out the hard way why New Delhi is so tetchy about Khalistani capers in Kannedda. A growing sepa.
Source: timesofindia.indiatimes.com
66.2B for further upgrades to transmission and distribution network
66.2B for further upgrades to transmission and distribution network
The 2026 budget has an allocation of 66.2B to address further upgrades to the transmission and distribution network (T&D Network) with the aim to improve the national grid.
Source: kaieteurnewsonline.com
Azerbaijan’s Zangezur power line and push toward European electricity markets
Azerbaijan’s Zangezur power line and push toward European electricity markets
The Zangezur project includes the construction of a two-circuit, 330 kV transmission line with a capacity of 1,000 megawatts, extending 105 km from Jabrayil to Aghbend and 74 km from Nakhchivan to the Ordubad border. The route follows the Araz River and crosses mountainous and rocky terrain, requiring complex engineering solutions.
Source: www.azernews.az
Indian Shares Edge Lower In Early Trade
Indian Shares Edge Lower In Early Trade
Indian shares were moving lower in early trade on Friday as Apple warned of margin pressures and trade tensions returned to haunt investors. U.S. President Do...
Source: www.rttnews.com
Davos 2026: Acknowledging The End Of Pax Americana
Davos 2026: Acknowledging The End Of Pax Americana
In reality, the United States is attempting to reposition itself within a new world order...
Source: www.zerohedge.com
Respect Canadian sovereignty’: Canada’s message to US amid Alberta separatist reports
Respect Canadian sovereignty’: Canada’s message to US amid Alberta separatist reports
Rest of World News: Canadian Prime Minister Mark Carney urged the United States to respect Canada's sovereignty after reports of US President Donald Trump's team meetin.
Source: timesofindia.indiatimes.com
NASA preps Artemis II fueling tests
NASA preps Artemis II fueling tests
Teams at NASA’s Kennedy Space Center in Florida continue to prepare the SLS (Space Launch System) rocket, Orion spacecraft, and ground infrastructure for the Artemis II test flight, Azernews reports, citing foreign media.
Source: www.azernews.az
The Next Wave at Sterling: Reimagining Hospitality with Scale on Mind.
The Next Wave at Sterling: Reimagining Hospitality with Scale on Mind.
We evolved from a legacy timeshare company into a modern, experience-driven hospitality brand.
Source: www.indiatoday.in
GE Vernova T&D shares jump 9 after stellar Q3 results, brokerages lift targets
GE Vernova T&D shares jump 9 after stellar Q3 results, brokerages lift targets
GE Vernova T&D shares rise 9 after strong Q3 earnings and brokerages upgrade targets, highlighting robust growth and order inflows.
Source: www.thehindubusinessline.com
Fossil Fuels are Doomed and Trump can’t Save them
Fossil Fuels are Doomed and Trump can’t Save them
Replace fossil fuels with clean energy technologies such as solar, wind, electric vehicles and batteries. We are well on our way
Source: www.juancole.com
Gurugram: Bakhtawar Chowk Underpass Likely To Break Ground Soon As Metro And Road Plans Align
Gurugram: Bakhtawar Chowk Underpass Likely To Break Ground Soon As Metro And Road Plans Align

Source: swarajyamag.com
LETTER: Nevada needs to control its energy destiny
LETTER: Nevada needs to control its energy destiny
Dependence on California not good for state residents.
Source: www.reviewjournal.com
Jupiter Power Secures 500 Million in Upsized Corporate Credit Facility to Accelerate Portfolio Expansion
Jupiter Power Secures 500 Million in Upsized Corporate Credit Facility to Accelerate Portfolio Expansion
Jupiter Power LLC (
Source: globalrenewablenews.com
PowerBank Analyzes Shifting Hyperscaler Energy Acquisition Strategies
PowerBank Analyzes Shifting Hyperscaler Energy Acquisition Strategies
PowerBank Corporation (NASDAQ: SUUN) (Cboe CA: SUNN) (FSE: 103) (
Source: globalrenewablenews.com
Cadeler Signs Preferred Supplier Agreement for Foundation Installation in 2028
Cadeler Signs Preferred Supplier Agreement for Foundation Installation in 2028
Cadeler today (Jan 28) announces that it has signed a preferred supplier agreement (PSA) with an undisclosed client for the transportation and installation (T&I) of monopiles and transition pi. . .
Source: globalrenewablenews.com
Hydrostor and Baker Hughes Deepen Strategic Collaboration to Advance Reliable, Resilient, and Sustainable Power Systems
Hydrostor and Baker Hughes Deepen Strategic Collaboration to Advance Reliable, Resilient, and Sustainable Power Systems
Hydrostor, a leading global long duration energy storage (LDES) developer and operator, and Baker Hughes, an energy technology company, announced Wednesday a strategic technology solutions and e. . .
Source: globalrenewablenews.com
Sai Pallavi to Replace Deepika Padukone in Kalki 2?
Sai Pallavi to Replace Deepika Padukone in Kalki 2?
Prabhas is set to begin work on the sequel to Kalki 2898 AD soon, making it one of the most anticipated films in development.
Source: www.deccanchronicle.com
Amazon, UPS lead new wave of mass layoffs in 2026
Amazon, UPS lead new wave of mass layoffs in 2026
A new and far-reaching wave of mass layoffs is sweeping the United States, marking a decisive escalation in the ruling class’s assault on the working class. 
Source: www.wsws.org
L&T shares top Nifty 50 gainers after Q3 results, brokerages upbeat on growth outlook
L&T shares top Nifty 50 gainers after Q3 results, brokerages upbeat on growth outlook
Shares of Larsen & Toubro (L&T) surged 3.6 per cent in early trade on Thursday to emerge among the top gainers on the Nifty 50, tracking investor reaction to the December quarter earnings and largely positive brokerage commentary on its medium-term prospects.
Source: www.thehindubusinessline.com
Stock markets decline in early trade after 2-day rally
Stock markets decline in early trade after 2-day rally
Stock markets fell in early trade after a two-day rally, with key indices declining ahead of the upcoming Union Budget.
Source: www.thehindu.com
Tux Machines Today in Techrights
Tux Machines Today in Techrights

Source: news.tuxmachines.org
LLM.co Launches Private LLM Infrastructure Purpose-Built for Cybersecurity Teams
LLM.co Launches Private LLM Infrastructure Purpose-Built for Cybersecurity Teams
New offering enables CISOs, security teams, and MSSPs to deploy AI for threat analysis, incident response, and compliance without exposing sensitive data to public models
Source: www.manilatimes.net
Stakk Targets 15m Annual Recurring Revenue Following Year of Record Growth
Stakk Targets 15m Annual Recurring Revenue Following Year of Record Growth
Stakk aims for 15m ARR by mid-year after record 2025 growth, backed by Robinhood's Mobile IQ SDK rollout and a robust upsell pipeline.
Source: smallcaps.com.au
Sensex, Nifty open lower ahead of Budget, rupee falls to all-time low
Sensex, Nifty open lower ahead of Budget, rupee falls to all-time low
The S&P BSE Sensex was down by 275 points to 82,069.68, while the NSE Nifty50 lost 48 points to 25,294.75 as of 9:25 am.
Source: www.indiatoday.in
L&T's Q3 Performance Softens, But Motilal Oswal Hikes Target Price Here's Why
L&T's Q3 Performance Softens, But Motilal Oswal Hikes Target Price Here's Why
Desptie near-term weakness, one of the biggest positives of the quarter was L&TsRs 1,20,000 crore order inflow.
Source: www.ndtvprofit.com
30,000 refinery workers face contract expiration amid growing working class struggle
30,000 refinery workers face contract expiration amid growing working class struggle
These workers account for approximately two-thirds of total US refining capacity, placing them at the center of the country’s energy infrastructure and the global oil supply chain.
Source: www.wsws.org
SA’s exploration bus is gaining speed
SA’s exploration bus is gaining speed
SA has the mineral endowment, technical expertise and institutional capacity to compete with leading exploration jurisdictions.
Source: www.citizen.co.za
SCO Announces 5G for AJK: Here’s Why Locals Called It a Joke
SCO Announces 5G for AJK: Here’s Why Locals Called It a Joke
SCO announces 5G for AJK by 2026, but locals are furious. Users called the move a joke amid ongoing 4G & signal failures in the region.
Source: www.techjuice.pk
WuXi Biologics and Sinorda Biomedicine Enter Strategic Collaboration to Accelerate Development and Manufacturing of Innovative Bispecific Antibody
WuXi Biologics and Sinorda Biomedicine Enter Strategic Collaboration to Accelerate Development and Manufacturing of Innovative Bispecific Antibody
SHANGHAI, Jan. 29, 2026 /PRNewswire/ -- WuXi Biologics (2269.HK), a leading global Contract Research, Development, and Manufacturing Organization (CRDMO), and Sinorda Biomedicine today jointly announced a strategic collaboration for the development and manufacturing of SND006, a novel bispecific antibody, for the potential treatment of inflammatory bowel disease (IBD) and other autoimmune diseases.
Source: www.manilatimes.net
TVS Motor Company shares in focus after Q3. Should you buy, sell or hold?
TVS Motor Company shares in focus after Q3. Should you buy, sell or hold?
TVS Motor Company reported a robust 49 year-on-year jump in consolidated net profit to Rs 841 crore for the December quarter, driven by record sales and revenue. The two-wheeler major's overall sales grew 27 YoY to 15.44 lakh units, with strong performance across motorcycles, scooters, and international markets.
Source: economictimes.indiatimes.com
Indonesia, Australia eye deeper security cooperation in Jakarta talks
Indonesia, Australia eye deeper security cooperation in Jakarta talks
Indonesian Coordinating Minister for Political and Security Affairs Djamari Chaniago met with Australian Minister for Home Affairs Tony Burke to explore ...
Source: en.antaranews.com
Budget 2026 stock market expectations: Which sectors could be in focus? Top stocks retail investors should watch out for
Budget 2026 stock market expectations: Which sectors could be in focus? Top stocks retail investors should watch out for
India Business News: By Siddhartha KhemkaAs India approaches the FY27 Union Budget, expectations are centred on striking a fine balance between fiscal consolidation and su.
Source: timesofindia.indiatimes.com
US calls Taiwan 'vital partner' after high-level tech and AI talks
US calls Taiwan 'vital partner' after high-level tech and AI talks
Senior Taiwanese and US officials discussed cooperation in artificial intelligence, tech and drones at a high-level forum begun during the first Trump administration, with the US State Department praising Taipei as a vital partner.
Source: economictimes.indiatimes.com
CG Power shares jump over 6 after Q3 profit surge, brokerages stay upbeat
CG Power shares jump over 6 after Q3 profit surge, brokerages stay upbeat
CG Power shares gain 6 on strong December-quarter profit of 311.65 crore and 1.30 interim dividend; analysts highlight robust transformer demand and exports.
Source: www.thehindubusinessline.com
Trump Says Iran Wants To Talk As US Warships Arrive In Middle East Waters
Trump Says Iran Wants To Talk As US Warships Arrive In Middle East Waters
Trump told Axios in an interview on January 26 that the situation with Iran is in flux because he sent a big armada to the region
Source: www.juancole.com
[2601.18858] Representational Homomorphism Predicts and Improves Compositional Generalization In Transformer Language Model
[2601.18858] Representational Homomorphism Predicts and Improves Compositional Generalization In Transformer Language Model
Compositional generalization-the ability to interpret novel combinations of familiar components-remains a persistent challenge for neural networks. Behavioral evaluations reveal when models fail but offer limited insight into why failures arise at the representational level. We introduce Homomorphism Error (HE), a structural metric that quantifies deviations from approximate homomorphisms between the expression algebra and a model's hidden-state space. We instantiate HE for two compositional ope
Source: arxiv.org
[2601.19380] Tri-Reader: An Open-Access, Multi-Stage AI Pipeline for First-Pass Lung Nodule Annotation in Screening CT
[2601.19380] Tri-Reader: An Open-Access, Multi-Stage AI Pipeline for First-Pass Lung Nodule Annotation in Screening CT
Using multiple open-access models trained on public datasets, we developed Tri-Reader, a comprehensive, freely available pipeline that integrates lung segmentation, nodule detection, and malignancy classification into a unified tri-stage workflow. The pipeline is designed to prioritize sensitivity while reducing the candidate burden for annotators. To ensure accuracy and generalizability across diverse practices, we evaluated Tri-Reader on multiple internal and external datasets as compared with
Source: arxiv.org
[2601.19351] Physics-Informed Transformer operator for the prediction of three-dimensional turbulence
[2601.19351] Physics-Informed Transformer operator for the prediction of three-dimensional turbulence
Data-driven turbulence prediction methods often face challenges related to data dependency and lack of physical interpretability. In this paper, we propose a physics-informed Transformer operator (PITO) and its implicit variant (PIITO) for predicting three-dimensional (3D) turbulence, which are developed based on the vision Transformer (ViT) architecture with an appropriate patch size. Given the current flow field, the Transformer operator computes its prediction for the next time step. By embed
Source: arxiv.org
[2601.19214] A Hybrid Supervised-LLM Pipeline for Actionable Suggestion Mining in Unstructured Customer Reviews
[2601.19214] A Hybrid Supervised-LLM Pipeline for Actionable Suggestion Mining in Unstructured Customer Reviews
Extracting actionable suggestions from customer reviews is essential for operational decision-making, yet these directives are often embedded within mixed-intent, unstructured text. Existing approaches either classify suggestion-bearing sentences or generate high-level summaries, but rarely isolate the precise improvement instructions businesses need. We evaluate a hybrid pipeline combining a high-recall RoBERTa classifier trained with a precision-recall surrogate to reduce unrecoverable false n
Source: arxiv.org
Mohanlal’s Drishyam 3 Leads Panorama Studios’ Four-Film Global Deal With Phars Film (EXCLUSIVE)
Mohanlal’s Drishyam 3 Leads Panorama Studios’ Four-Film Global Deal With Phars Film (EXCLUSIVE)
Panorama Studios and Phars Film ink four-film international distribution pact led by Mohanlal's 'Drishyam 3.'
Source: variety.com
[2504.14610] Imputation-free Learning of Tabular Data with Missing Values using Incremental Feature Partitions in Transformer
[2504.14610] Imputation-free Learning of Tabular Data with Missing Values using Incremental Feature Partitions in Transformer
Tabular data sets with varying missing values are prepared for machine learning using an arbitrary imputation strategy. Synthetic values generated by imputation models often raise concerns regarding data quality and the reliability of data-driven outcomes. To address these concerns, this article proposes an imputation-free incremental attention learning (IFIAL) method for tabular data with missing values. A pair of attention masks is derived and retrofitted to a transformer to directly streamlin
Source: arxiv.org
[2601.19080] Transformer Learning of Chaotic Collective Dynamics in Many-Body Systems
[2601.19080] Transformer Learning of Chaotic Collective Dynamics in Many-Body Systems
Learning reduced descriptions of chaotic many-body dynamics is fundamentally challenging: although microscopic equations are Markovian, collective observables exhibit strong memory and exponential sensitivity to initial conditions and prediction errors. We show that a self-attention-based transformer framework provides an effective approach for modeling such chaotic collective dynamics directly from time-series data. By selectively reweighting long-range temporal correlations, the transformer le
Source: arxiv.org
[2601.19022] EVEREST: An Evidential, Tail-Aware Transformer for Rare-Event Time-Series Forecasting
[2601.19022] EVEREST: An Evidential, Tail-Aware Transformer for Rare-Event Time-Series Forecasting
Forecasting rare events in multivariate time-series data is challenging due to severe class imbalance, long-range dependencies, and distributional uncertainty. We introduce EVEREST, a transformer-based architecture for probabilistic rare-event forecasting that delivers calibrated predictions and tail-aware risk estimation, with auxiliary interpretability via attention-based signal attribution. EVEREST integrates four components: (i) a learnable attention bottleneck for soft aggregation of tempor
Source: arxiv.org
Indore water contamination: MP HC sets up probe panel, calls for urgent judicial scrutiny
Indore water contamination: MP HC sets up probe panel, calls for urgent judicial scrutiny
Madhya Pradesh High Court establishes a probe panel to investigate water contamination linked to deaths in Indore's Bhagirathpura.
Source: www.thehindu.com
danieljhkim/local-agent: An experimental, local-first AI agent runtime built to explore safety-first tooling, RAG, identity models, and local persistence.
danieljhkim/local-agent: An experimental, local-first AI agent runtime built to explore safety-first tooling, RAG, identity models, and local persistence.

Source: github.com
Seafood industry pins hope on Budget 2026 for GST relief, FTAs, and digital push
Seafood industry pins hope on Budget 2026 for GST relief, FTAs, and digital push
Budget 2026 expectation: Seafood exporters in the country seek free trade agreements, input subsidies, and digital adoption incentives to regain global competitiveness and address regulatory hurdles.
Source: economictimes.indiatimes.com
Hindalco doubling Odisha smelter capacity in growth push
Hindalco doubling Odisha smelter capacity in growth push
Hindalco Industries is significantly expanding its operations in India. The company is investing Rs 21,000 crore to double its aluminium smelter capacity in Sambalpur, Odisha. This move follows the commissioning of a new facility for flat-rolled products and battery-grade aluminium foil.
Source: economictimes.indiatimes.com
Sipeed MaixCAM2 combines 4K imaging and edge AI in an open camera platform
Sipeed MaixCAM2 combines 4K imaging and edge AI in an open camera platform
The device is designed as an open system for rapid deployment of vision, audio, and AIoT applications, aimed at researchers, and developers requiring more capab...
Source: linuxgizmos.com
China's Four-Year Energy Spree Has Eclipsed Entire US Power Grid
China's Four-Year Energy Spree Has Eclipsed Entire US Power Grid
China is undertaking an energy-building boom unlike anything the world has ever seen, as Beijing seeks to ensure supply for power-hungry facilities that are key...
Source: financialpost.com
Guyana’s gold declarations up by 50,254 ounces in 2025
Guyana’s gold declarations up by 50,254 ounces in 2025
Guyana’s gold sector posted strong growth in 2025, recording an 11.6 percent increase in declared production, with total output climbing to 484,321 ounces an increase of 50,254 ounces over the previous year.
Source: kaieteurnewsonline.com
33kV substation to boost power supply to Greater Noida villages
33kV substation to boost power supply to Greater Noida villages
Noida: A 33kV power substation, coming up in Dadri's Duriyai Kacheda, is expected to improve electricity supply across a dozen villages in Greater Noi.
Source: timesofindia.indiatimes.com
AI will disrupt jobs but create new opportunities, says govt science advisor
AI will disrupt jobs but create new opportunities, says govt science advisor
AI will replace repetitive jobs but create new opportunities, says Principal Scientific Advisor Ajay Kumar Sood, as India ramps up skilling and AI labs.
Source: www.thehindubusinessline.com
US calls Taiwan 'vital partner' after high-level tech and AI talks
US calls Taiwan 'vital partner' after high-level tech and AI talks
TAIPEI Senior Taiwanese and US officials discussed co-operation in artificial intelligence, tech and drones at a high-level forum begun during the first Trump administration, with the US State Department praising Taipei as a vital partner. The US is Taiwan's most important international backer and arms supplier despite the lack of formal diplomatic ties. The US-Taiwan Economic Prosperity Partnership Dialogue first...
Source: www.asiaone.com
4B budgeted to upgrade hinterland airstrips
4B budgeted to upgrade hinterland airstrips
Having spent 2.5 billion to upgrade several hinterland airstrips last year, the government is planning to spend 4 billion more this year on a few similar projects.
Source: kaieteurnewsonline.com
Iranian man describes surviving deadly protest crackdown
Iranian man describes surviving deadly protest crackdown
Amid an ongoing internet blackout in Iran, one man was able to get through and speak with CBS News, describing what he said was a massacre of anti-government protesters in early January.
Source: www.cbsnews.com
Hong Kong’s rents look set to keep climbing in 2026 and prices are following, not leading
Hong Kong’s rents look set to keep climbing in 2026 and prices are following, not leading
The critical change is that the market ended 2025 with sequential improvement, while rents set a new high. In Hong Kong, that combination typically means the re...
Source: www.dimsumdaily.hk
Semtech launches AirLink RX400 and EX400 5G RedCap routers for IoT applications
Semtech launches AirLink RX400 and EX400 5G RedCap routers for IoT applications
Semtech has just launched the AirLink RX400 and EX400 5G RedCap routers for industrial and commercial IoT applications. They offer a lower power
Source: www.cnx-software.com
Gansu Linxia Power Supply Company: Pile up green travel and ensure charging services
Gansu Linxia Power Supply Company: Pile up green travel and ensure charging services
LINXIA, China, Jan. 27, 2026 /PRNewswire/ -- 'The equipment grounding is normal, the charging gun contact is good, and it can be safely put into use...' On January 26, Ma Lei and Mu Yanlin, the transformer district managers of the Xinji Power Supply Office of the State Grid Linxia Power Supply Company, conducted a comprehensive special inspection of the public new energy vehicle charging equipment in Linxia County, Linxia Prefecture, to meticulously check and strengthen the equipment safety lin
Source: www.manilatimes.net
ONYX Hospitality Group Signs Agreement to Manage Shama Hub Ladprao
ONYX Hospitality Group Signs Agreement to Manage Shama Hub Ladprao
Building on proven success, the agreement reflects the owner’s confidence in their continued investment vision.
Source: www.manilatimes.net
Open Invention Network Unveils OIN 2.0 to Enable the Next Era of Open Source Patent Protection
Open Invention Network Unveils OIN 2.0 to Enable the Next Era of Open Source Patent Protection
More than 100 organizations - including industry leaders Alibaba, Amazon, Ant Group, Canon, Canonical, Fujitsu, Google, IBM & Red Hat, Meta, Microsoft, NEC, Nissan, Olympus, OVHcloud, Philips, Sony, SUSE, TD Bank Group, Toshiba, Toyota, and Yokogawa Electric - have committed to the upgraded OIN 2.0 program and urge others to follow suit.
Source: www.manilatimes.net
IMD Update: Fresh rain & thunderstorm for Himachal, J&K & Uttarakhand
IMD Update: Fresh rain & thunderstorm for Himachal, J&K & Uttarakhand
Severe cold and wet conditions are expected in North-West India due to incoming western disturbances and Arctic blasts.
Source: www.thehindubusinessline.com
EU Officially Votes to Ban Russian Gas
EU Officially Votes to Ban Russian Gas
The EU has now given its final approval to a legally binding ban on Russian gas imports, pretending this is some grand moral victory. Reuters is reporting
Source: www.armstrongeconomics.com
[2404.14019] A Multimodal Feature Distillation with Mamba-Transformer Network for Brain Tumor Segmentation with Incomplete Modalities
[2404.14019] A Multimodal Feature Distillation with Mamba-Transformer Network for Brain Tumor Segmentation with Incomplete Modalities
Existing brain tumor segmentation methods usually utilize multiple Magnetic Resonance Imaging (MRI) modalities in brain tumor images for segmentation, which can achieve better segmentation performance. However, in clinical applications, some modalities are often missing due to resource constraints, resulting in significant performance degradation for methods that rely on complete modality segmentation. In this paper, we propose a Multimodal feature distillation with Mamba-Transformer hybrid netw
Source: arxiv.org
[2601.17062] A Computer Vision Pipeline for Iterative Bullet Hole Tracking in Rifle Zeroing
[2601.17062] A Computer Vision Pipeline for Iterative Bullet Hole Tracking in Rifle Zeroing
Adjusting rifle sights, a process commonly called zeroing, requires shooters to identify and differentiate bullet holes from multiple firing iterations. Traditionally, this process demands physical inspection, introducing delays due to range safety protocols and increasing the risk of human error. We present an end-to-end computer vision system for automated bullet hole detection and iteration-based tracking directly from images taken at the firing line. Our approach combines YOLOv8 for accura
Source: arxiv.org
[2601.17201] Remote dispersion scan: transformer-network retrieval of ultrafast pulses after non-linear propagation
[2601.17201] Remote dispersion scan: transformer-network retrieval of ultrafast pulses after non-linear propagation
Accurate and rapid characterization of broadband electric fields is essential for all ultrafast applications and remains an active field of research. In this work, we introduce remote dispersion scan, a transformer neural network enabled dispersion scan based pulse characterization method that can characterize femtosecond laser pulses. A local scan of the non-linear spectral phase before several linear and nonlinear processes, including amplification, compression, and self phase modulation, allo
Source: arxiv.org
[2601.17215] JetFormer: A Scalable and Efficient Transformer for Jet Tagging from Offline Analysis to FPGA Triggers
[2601.17215] JetFormer: A Scalable and Efficient Transformer for Jet Tagging from Offline Analysis to FPGA Triggers
We present JetFormer, a versatile and scalable encoder-only Transformer architecture for particle jet tagging at the Large Hadron Collider (LHC). Unlike prior approaches that are often tailored to specific deployment regimes, JetFormer is designed to operate effectively across the full spectrum of jet tagging scenarios, from high-accuracy offline analysis to ultra-low-latency online triggering. The model processes variable-length sets of particle features without relying on input of explicit pai
Source: arxiv.org
[2601.17502] Pipeline Inspection, Visualization, and Interoperability in PyTerrier
[2601.17502] Pipeline Inspection, Visualization, and Interoperability in PyTerrier
PyTerrier provides a declarative framework for building and experimenting with Information Retrieval (IR) pipelines. In this demonstration, we highlight several recent pipeline operations that improve their ability to be programmatically inspected, visualized, and integrated with other tools (via the Model Context Protocol, MCP). These capabilities aim to make it easier for researchers, students, and AI agents to understand and use a wide array of IR pipelines.
Source: arxiv.org
[2601.17602] Understanding Transformer Encoder-Decoder Representations through Bernoulli Dropout
[2601.17602] Understanding Transformer Encoder-Decoder Representations through Bernoulli Dropout
We study Transformer overparameterization through the lens of angular similarity in high-dimensional encoder-decoder embeddings. We apply Bernoulli dropout between the encoder and the decoder, varying the keep probability p to identify a sparsity-dependent threshold above which the Top-1 prediction is preserved. Theoretically, we prove that, if the effective sparsity embeddings is sufficiently large, and thus decoder performance, remain stable under moderate coordinate dropout. Empirically, we
Source: arxiv.org
[2601.17641] RPNT: Robust Pre-trained Neural Transformer -- A Pathway for Generalized Motor Decoding
[2601.17641] RPNT: Robust Pre-trained Neural Transformer -- A Pathway for Generalized Motor Decoding
Brain decoding aims to interpret and translate neural activity into behaviors. As such, it is imperative that decoding models are able to generalize across variations, such as recordings from different brain sites, distinct sessions, different types of behavior, and a variety of subjects. Current models can only partially address these challenges and warrant the development of pretrained neural transformer models capable to adapt and generalize. In this work, we propose RPNT - Robust Pretrained
Source: arxiv.org
[2601.17754] An MLIR Lowering Pipeline for Stencils at Wafer-Scale
[2601.17754] An MLIR Lowering Pipeline for Stencils at Wafer-Scale
The Cerebras Wafer-Scale Engine (WSE) delivers performance at an unprecedented scale of over 900,000 compute units, all connected via a single-wafer on-chip interconnect. Initially designed for AI, the WSE architecture is also well-suited for High Performance Computing (HPC). However, its distributed asynchronous programming model diverges significantly from the simple sequential or bulk-synchronous programs that one would typically derive for a given mathematical program description. Targeting
Source: arxiv.org
[2601.17823] DIETA: A Decoder-only transformer-based model for Italian-English machine TrAnslation
[2601.17823] DIETA: A Decoder-only transformer-based model for Italian-English machine TrAnslation
In this paper, we present DIETA, a small, decoder-only Transformer model with 0.5 billion parameters, specifically designed and trained for Italian-English machine translation. We collect and curate a large parallel corpus consisting of approximately 207 million Italian-English sentence pairs across diverse domains, including parliamentary proceedings, legal texts, web-crawled content, subtitles, news, literature and 352 million back-translated data using pretrained models. Additionally, we crea
Source: arxiv.org
[2601.17958] TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors
[2601.17958] TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors
Attention matrices are fundamental to transformer research, supporting a broad range of applications including interpretability, visualization, manipulation, and distillation. Yet, most existing analyses focus on individual attention heads or layers, failing to account for the model's global behavior. While prior efforts have extended attention formulations across multiple heads via averaging and matrix multiplications or incorporated components such as normalization and FFNs, a unified and comp
Source: arxiv.org
[2411.16170] CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction
[2411.16170] CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction
Recently, large efforts have been made to design efficient linear-complexity visual Transformers. However, current linear attention models are generally unsuitable to be deployed in resource-constrained mobile devices, due to suffering from either few efficiency gains or significant accuracy drops. In this paper, we propose a new de textbf{C}oupled du textbf{A}l-interactive linea textbf{R} att textbf{E}ntion (CARE) mechanism, revealing that features' decoupling and interaction can fully unleash
Source: arxiv.org
[2410.12019] System-Level Analysis of Module Uncertainty Quantification in the Autonomy Pipeline
[2410.12019] System-Level Analysis of Module Uncertainty Quantification in the Autonomy Pipeline
Modern autonomous systems with machine learning components often use uncertainty quantification to help produce assurances about system operation. However, there is a lack of consensus in the community on what uncertainty is and how to perform uncertainty quantification. In this work, we propose that uncertainty measures should be understood within the context of overall system design and operation. To this end, we present two novel analysis techniques. First, we produce a probabilistic specific
Source: arxiv.org
[2407.13170] Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement
[2407.13170] Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement
Despite recent strides made by AI in image processing, the issue of mixed exposure, pivotal in many real-world scenarios like surveillance and photography, remains inadequately addressed. Traditional image enhancement techniques and current transformer models are limited with primary focus on either overexposure or underexposure. To bridge this gap, we introduce the Unified-Exposure Guided Transformer (Unified-EGformer). Our proposed solution is built upon advanced transformer architectures, equ
Source: arxiv.org
[2601.17986] Federated learning for unpaired multimodal data through a homogeneous transformer model
[2601.17986] Federated learning for unpaired multimodal data through a homogeneous transformer model
Training of multimodal foundation models is currently restricted to centralized data centers containing massive, aligned datasets (e.g., image-text pairs). However, in realistic federated environments, data is often unpaired and fragmented across disjoint nodes; one node may hold sensor data, while another holds textual logs. These datasets are strictly private and share no common samples. Current federated learning (FL) methods fail in this regime, as they assume local clients possess aligned p
Source: arxiv.org
[2601.18302] Suppressing Final Layer Hidden State Jumps in Transformer Pretraining
[2601.18302] Suppressing Final Layer Hidden State Jumps in Transformer Pretraining
This paper discusses the internal behavior of Transformer language models. Many recent pre-trained models have been reported to exhibit only slight changes in the angular distance between the input and output hidden state vectors in the middle Transformer layers, despite a disproportionately large ``jump'' in the angular distance occurring in or around the final Transformer layer. To characterize this, we first introduce a quantitative metric for the jump strength around the final layer, and the
Source: arxiv.org
[2601.18368] OREHAS: A fully automated deep-learning pipeline for volumetric endolymphatic hydrops quantification in MRI
[2601.18368] OREHAS: A fully automated deep-learning pipeline for volumetric endolymphatic hydrops quantification in MRI
We present OREHAS (Optimized Recognition & Evaluation of volumetric Hydrops in the Auditory System), the first fully automatic pipeline for volumetric quantification of endolymphatic hydrops (EH) from routine 3D-SPACE-MRC and 3D-REAL-IR MRI. The system integrates three components -- slice classification, inner ear localization, and sequence-specific segmentation -- into a single workflow that computes per-ear endolymphatic-to-vestibular volume ratios (ELR) directly from whole MRI volumes, elimin
Source: arxiv.org
Zakharova on EU gas ban: Europe gave up freedom
Zakharova on EU gas ban: Europe gave up freedom
Russian Foreign Ministry Spokesperson Maria Zakharova on Monday criticized the European Union's decision to ban all imports of Russian liquefied natural gas (LNG) to the bloc, claiming that the Europeans have given up their freedom , Azernews reports.
Source: www.azernews.az
[2601.18707] SMART: Scalable Mesh-free Aerodynamic Simulations from Raw Geometries using a Transformer-based Surrogate Model
[2601.18707] SMART: Scalable Mesh-free Aerodynamic Simulations from Raw Geometries using a Transformer-based Surrogate Model
Machine learning-based surrogate models have emerged as more efficient alternatives to numerical solvers for physical simulations over complex geometries, such as car bodies. Many existing models incorporate the simulation mesh as an additional input, thereby reducing prediction errors. However, generating a simulation mesh for new geometries is computationally costly. In contrast, mesh-free methods, which do not rely on the simulation mesh, typically incur higher errors. Motivated by these cons
Source: arxiv.org
[2601.18713] Point transformer for protein structural heterogeneity analysis using CryoEM
[2601.18713] Point transformer for protein structural heterogeneity analysis using CryoEM
Structural dynamics of macromolecules is critical to their structural-function relationship. Cryogenic electron microscopy (CryoEM) provides snapshots of vitrified protein at different compositional and conformational states, and the structural heterogeneity of proteins can be characterized through computational analysis of the images. For protein systems with multiple degrees of freedom, it is still challenging to disentangle and interpret the different modes of dynamics. Here, by implementing
Source: arxiv.org
[2601.18787] A Novel Lensed Point Source Modeling Pipeline using GIGA-Lens with Application to SN Zwicky and SN iPTF16geu
[2601.18787] A Novel Lensed Point Source Modeling Pipeline using GIGA-Lens with Application to SN Zwicky and SN iPTF16geu
We introduce a novel modeling pipeline for strongly lensed point sources, using the GIGA-Lens framework, running on four A100 GPUs via the JAX platform. Using simulations, we demonstrate accurate and precise recovery of image positions, fluxes, and time delays, together with inference of complex lens mass distributions -- including the mass density slope, -- from images of lensed point sources alone. We further show that we can achieve statistical uncertainty of sim 3.6 ( sim 2.5 , m
Source: arxiv.org
STEVE MILLOY: Winter Storm Threat Should Boost Trump Pro-Coal Policy
STEVE MILLOY: Winter Storm Threat Should Boost Trump Pro-Coal Policy
A potentially deadly winter storm is bearing down on most of the U.S., followed by days of bitter, if not record cold. This sort of extreme weather is a good
Source: dailycaller.com
How to Dominate the Future of Advertising With Expert ChatGPT Ads Consulting
How to Dominate the Future of Advertising With Expert ChatGPT Ads Consulting
Unlock the power of conversational advertising with our expert ChatGPT ads consulting. We help B2B & SaaS companies drive ROI and gain a first-mover advantage.
Source: www.singlegrain.com
Syria: Civilian Protection Lacking in Escalation In NE Kurdish Region
Syria: Civilian Protection Lacking in Escalation In NE Kurdish Region
Both Syrian Gov't and Kurdish forces must Respect Civilian Rights, Allow Aid, Investigate Alleged Abuses
Source: www.juancole.com
Behind Pacsun’s strategy for keeping a pulse on the changing tastes of Gen Z
Behind Pacsun’s strategy for keeping a pulse on the changing tastes of Gen Z
Over the last four months, Pacsun has developed tools and tweaked campaigns based on feedback from teenagers and twenty-somethings.
Source: digiday.com
[2601.16627] SCHIGAND: A Synthetic Facial Generation Mode Pipeline
[2601.16627] SCHIGAND: A Synthetic Facial Generation Mode Pipeline
The growing demand for diverse and high-quality facial datasets for training and testing biometric systems is challenged by privacy regulations, data scarcity, and ethical concerns. Synthetic facial images offer a potential solution, yet existing generative models often struggle to balance realism, diversity, and identity preservation. This paper presents SCHIGAND, a novel synthetic face generation pipeline integrating StyleCLIP, HyperStyle, InterfaceGAN, and Diffusion models to produce highly r
Source: arxiv.org
[2501.15018] The 2.5-meter Wide Field Survey Telescope Real-time Data Processing Pipeline I: From raw data to alert distribution
[2501.15018] The 2.5-meter Wide Field Survey Telescope Real-time Data Processing Pipeline I: From raw data to alert distribution
The Wide Field Survey Telescope (WFST) is a dedicated photometric surveying facility built jointly by the University of Science and Technology of China (USTC) and the Purple Mountain Observatory (PMO). Since many of its scientific objectives rely on near-real-time data for effective analysis, prompt processing of WFST images is of great significance. To meet this need, we adapted the Rubin Observatory Legacy Survey of Space and Time (LSST) science pipelines to handle the data collected by WFST.
Source: arxiv.org
rsted ranked as a global sustainability leader by Corporate Knights
rsted ranked as a global sustainability leader by Corporate Knights
rsted takes ninth place in this year's Corporate Knights Global 100, which ranks the most sustainable companies in the world based on an assessment of the companies' sustainabili. . .
Source: globalrenewablenews.com
[2601.16502] Sequential Operating Simulation of Solid State Transformer-Driven Next-Generation 800 VDC Data Center
[2601.16502] Sequential Operating Simulation of Solid State Transformer-Driven Next-Generation 800 VDC Data Center
Artificial-intelligence (AI) workloads are driving rapid growth in data-center electricity use and rack power density, increasing demand for power-delivery systems that are efficient and robust to fast load transients. Conventional uninterruptible power supply (UPS) based AC distribution chains involve multiple conversion stages and line-frequency transformers, which compound losses and are less compatible with dynamic AI power profiles. Although solid-state transformers (SSTs) and 800 VDC distr
Source: arxiv.org
[2601.16515] SALAD: Achieve High-Sparsity Attention via Efficient Linear Attention Tuning for Video Diffusion Transformer
[2601.16515] SALAD: Achieve High-Sparsity Attention via Efficient Linear Attention Tuning for Video Diffusion Transformer
Diffusion Transformers have recently demonstrated remarkable performance in video generation. However, the long input sequences result in high computational latency due to the quadratic complexity of full attention. Various sparse attention mechanisms have been proposed. Training-free sparse attention is constrained by limited sparsity and thus offers modest acceleration, whereas training-based methods can reach much higher sparsity but demand substantial data and computation for training. In th
Source: arxiv.org
All wind turbines installed at rsted's 920 MW Greater Changhua 2b and 4 offshore wind farms in Taiwan
All wind turbines installed at rsted's 920 MW Greater Changhua 2b and 4 offshore wind farms in Taiwan
The installation of the last wind turbine at the 920 MW Greater Changhua 2b and 4 offshore wind farms in Taiwan was completed last week, marking a successful conclusion of the wind turbine. . .
Source: globalrenewablenews.com
UK awards 8.4 GW in Europe's largest offshore wind auction ever
UK awards 8.4 GW in Europe's largest offshore wind auction ever
The UK's latest offshore wind auction awarded 8.4 GW, making it the biggest offshore wind auction in Europe to date. Strong competition led to competitive average prices of 91.20/MWh in England . . .
Source: globalrenewablenews.com
[2601.16712] A Feature Extraction Pipeline for Enhancing Lightweight Neural Networks in sEMG-based Joint Torque Estimation
[2601.16712] A Feature Extraction Pipeline for Enhancing Lightweight Neural Networks in sEMG-based Joint Torque Estimation
Robot-assisted rehabilitation offers an effective approach, wherein exoskeletons adapt to users' needs and provide personalized assistance. However, to deliver such assistance, accurate prediction of the user's joint torques is essential. In this work, we propose a feature extraction pipeline using 8-channel surface electromyography (sEMG) signals to predict elbow and shoulder joint torques. For preliminary evaluation, this pipeline was integrated into two neural network models: the Multilayer P
Source: arxiv.org
[2601.16711] Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition
[2601.16711] Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition
Generalization to unseen concepts is a central challenge due to the scarcity of human annotations in Mention-agnostic Biomedical Concept Recognition (MA-BCR). This work makes two key contributions to systematically address this issue. First, we propose an evaluation framework built on hierarchical concept indices and novel metrics to measure generalization. Second, we explore LLM-based Auto-Labeled Data (ALD) as a scalable resource, creating a task-specific pipeline for its generation. Our resea
Source: arxiv.org
[2601.16813] A Fully Automated DM-BIM-BEM Pipeline Enabling Graph-Based Intelligence, Interoperability, and Performance-Driven Early Design
[2601.16813] A Fully Automated DM-BIM-BEM Pipeline Enabling Graph-Based Intelligence, Interoperability, and Performance-Driven Early Design
Artificial intelligence in construction increasingly depends on structured representations such as Building Information Models and knowledge graphs, yet early-stage building designs are predominantly created as flexible boundary-representation (B-rep) models that lack explicit spatial, semantic, and performance structure. This paper presents a robust, fully automated framework that transforms unstructured B-rep geometry into knowledge-graph-based Building Information Models and further into exec
Source: arxiv.org
[2601.16956] DataStates-LLM: Scalable Checkpointing for Transformer Models Using Composable State Providers
[2601.16956] DataStates-LLM: Scalable Checkpointing for Transformer Models Using Composable State Providers
The rapid growth of Large Transformer-based models, specifically Large Language Models (LLMs), now scaling to trillions of parameters, has necessitated training across thousands of GPUs using complex hybrid parallelism strategies (e.g., data, tensor, and pipeline parallelism). Checkpointing this massive, distributed state is critical for a wide range of use cases, such as resilience, suspend-resume, investigating undesirable training trajectories, and explaining model evolution. However, existin
Source: arxiv.org
Trina Storage and Aer Sol ir Launch Italy's Largest BESS Project, Kicking Off Multi-GWh Expansion
Trina Storage and Aer Sol ir Launch Italy's Largest BESS Project, Kicking Off Multi-GWh Expansion
Trina Storage, the global energy storage solutions provider and a business unit of Trinasolar, has signed its first large-scale battery energy storage project in Italy with Aer Sol ir, an Irish compa. . .
Source: globalrenewablenews.com
Top 10 ChatGPT Paid Media Agencies in 2026
Top 10 ChatGPT Paid Media Agencies in 2026
This guide evaluates the top ChatGPT paid media agencies best equipped to help brands win early and scale responsibly in this emerging channel.
Source: www.singlegrain.com
Top 10 ChatGPT Marketing Agencies in 2026
Top 10 ChatGPT Marketing Agencies in 2026
In this guide, we'll walk you through the top 10 marketing agencies that specialize in ChatGPT visibility.
Source: www.singlegrain.com
Trump eyes mineral rich Greenland as rare earths become the next strategic prize
Trump eyes mineral rich Greenland as rare earths become the next strategic prize
Trump’s talk of frameworks and mineral rights wraps that ambition in the language of security, yet the commercial logic is the louder drumbeat.
Source: www.dimsumdaily.hk
Top 10 ChatGPT Ad Agencies in 2026: Definitive Guide to Conversational AI Advertising Leaders
Top 10 ChatGPT Ad Agencies in 2026: Definitive Guide to Conversational AI Advertising Leaders
This guide evaluates the elite ChatGPT ad agencies poised to lead this era, providing the data you'll need to select a partner for your organization's growth.
Source: www.singlegrain.com
Eskom employees: Husband shot dead, wife injured after returning from Kriel Power Station
Eskom employees: Husband shot dead, wife injured after returning from Kriel Power Station
Eskom dismissed speculation that the shooting might have been a targeted hit.
Source: www.citizen.co.za
After years of delays Govt. turns to Indian firms to revive Amaila Falls hydro project
After years of delays Govt. turns to Indian firms to revive Amaila Falls hydro project
The Government of Guyana is looking to attract Indian companies to bid for the Amaila Falls Hydropower project, which was first introduced back in 2011 and shelved on multiple occasions.
Source: kaieteurnewsonline.com
Budget 2026 Expectations Live Updates: Income tax relief, customs changes, exports push in focus for FM Sitharaman’s ninth Budget
Budget 2026 Expectations Live Updates: Income tax relief, customs changes, exports push in focus for FM Sitharaman’s ninth Budget
Budget 2026 Expectations Live: Union Budget 2026 is set to be presented by Finance Minister Nirmala Sitharaman at the end of this week on February 1,
Source: timesofindia.indiatimes.com
America Can't Secure Its Future On Imported Minerals
America Can't Secure Its Future On Imported Minerals
America can’t defend its jets, grid, or future by outsourcing critical minerals; responsible domestic mining is a national security imperative, not an environmental indulgence...
Source: www.zerohedge.com
Melissa Data Quality Services for SQL Professionals
Melissa Data Quality Services for SQL Professionals
Explore Melissa Data quality services to enhance your data products with reliable verification and enrichment solutions.
Source: www.mssqltips.com
India tilts crude sourcing towards middle-east, as Russian barrels lose momentum
India tilts crude sourcing towards middle-east, as Russian barrels lose momentum
India's crude oil sourcing strategy has shown a clear shift toward lower-risk and more execution-reliable supply, with the Middle Eastern barrels gaining share as Russian crude flows remain present but increasingly selective and compliance-driven.
Source: www.thehindubusinessline.com
Iranian ambassador thanks India for opposing unjust, politically motivated’ UNHRC resolution
Iranian ambassador thanks India for opposing unjust, politically motivated’ UNHRC resolution
Iran's ambassador praises India's opposition to a UNHRC resolution on human rights amid ongoing protests and violence in Iran.
Source: www.thehindu.com
Syria: Civilian Protection Lacking in Northeast Escalation
Syria: Civilian Protection Lacking in Northeast Escalation
Both sides in the conflict between Syrian government forces and the Kurdish-led Syrian Democratic Forces in Northeast Syria need to protect civilians and respect human rights in their operations.
Source: www.hrw.org
Mark A Whippet Tank
Mark A Whippet Tank
Elevate your workflow with the Mark A Whippet Tank asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store.
Source: assetstore.unity.com
Biz Dev Playbook: Crafting Growth Strategies for the AI-Driven 2026 Era
Biz Dev Playbook: Crafting Growth Strategies for the AI-Driven 2026 Era
This deep dive explores crafting business development strategies amid 2026's AI surge, economic pressures, and partnership demands, drawing from U.S. Chamber guidance and expert forecasts for resilient growth.
Source: www.webpronews.com
AgriStack: India’s digital foundation for farmer-centric governance
AgriStack: India’s digital foundation for farmer-centric governance
Discover how AgriStack transforms India's agriculture sector by ensuring inclusive, efficient, and transparent governance for all farmers.
Source: www.thehindubusinessline.com
A year after GBS outbreak, PMC to repair drainage, stormwater lines to prevent water contamination
A year after GBS outbreak, PMC to repair drainage, stormwater lines to prevent water contamination
Pune: The civic body has planned repairs to drainage and stormwater lines near the Barangani Mala well to reduce the risk of sewage seepage into the w.
Source: timesofindia.indiatimes.com
Kurds in Iran fear the worst as the military-grade crackdown expands Ya Libnan
Kurds in Iran fear the worst as the military-grade crackdown expands Ya Libnan

Source: yalibnan.com
US Winter Storm Wreaks Havoc 14,500 Flights Cancelled, Power Grid Emergencies Triggered
US Winter Storm Wreaks Havoc 14,500 Flights Cancelled, Power Grid Emergencies Triggered
A total of 14,537 flights across the US were grounded through Monday, reaching levels not seen since the government shutdown last year
Source: www.ndtvprofit.com
Abu Dhabi talks end without breakthrough as strikes hit Ukraine and sides eye fresh round
Abu Dhabi talks end without breakthrough as strikes hit Ukraine and sides eye fresh round
The first trilateral talks between Russia, Ukraine and the United States since the 2022 invasion concluded in Abu Dhabi without a clear breakthrough, even as fi...
Source: www.dimsumdaily.hk
Labour shortages, tighter foreign worker quotas could push up Singapore construction costs in 2026 amid busy public sector project pipeline
Labour shortages, tighter foreign worker quotas could push up Singapore construction costs in 2026 amid busy public sector project pipeline
Builders are warning that manpower constraints could push costs higher.
Source: theindependent.sg
Intensive repairs help restore power supply in Mohali
Intensive repairs help restore power supply in Mohali
Times News NetworkMohali: Electricity supply was fully restored in the worst-hit areas of Mohali by Saturday afternoon following intensive repair work.
Source: timesofindia.indiatimes.com
Saiyaara’ star Aneet Padda goes viral as an old comment resurfaces and reveals she is a huge Timothee Chalamet fan
Saiyaara’ star Aneet Padda goes viral as an old comment resurfaces and reveals she is a huge Timothee Chalamet fan
Aneet Padda, the star of Saiyaara’, goes viral as a fan comment about Timothee Chalamet resurfaces. Discover her journey from fan girl to rising Bollywood star with upcoming projects!
Source: timesofindia.indiatimes.com
Massive winter storm sweeps across US bringing ice, frigid temps
Massive winter storm sweeps across US bringing ice, frigid temps

Source: www.manilatimes.net
Russian air attack on Ukraine knocks out power for millions
Russian air attack on Ukraine knocks out power for millions
Russia launched another vast attack on Ukraine's energy system, rocking Kyiv with explosions overnight and into Saturday (Jan 24) morning, leaving 1.2 million properties without power countrywide during sub-zero winter cold.Deputy Prime Minister Oleksiy Kuleba said more than 3,200 buildings in the capital remained without heating in the late evening, down from 6,000 in the morning. Night-time temperatures were hovering...
Source: www.asiaone.com
IntegrateStack
IntegrateStack
Diagnose integration problems and plan integrations with unbiased data.
Source: integratestack.com
Understanding Talent Acquisition: What Does It Mean?
Understanding Talent Acquisition: What Does It Mean?
Discover the meaning of talent acquisition and its importance in today's competitive job market. Learn what talent acquisition means, its processes, and how it can enhance your recruitment strategy.
Source: smallbiztrends.com
Venezuela eyes 2026 oil boost, interim leader calls for opposition talks
Venezuela eyes 2026 oil boost, interim leader calls for opposition talks
Venezuela aims to increase oil output significantly this year. New reforms will allow private companies to invest in the nation's oil sector. This move seeks to revive production from historic lows. The government is also initiating dialogue with the opposition for national unity. These changes signal a shift in Venezuela's oil industry strategy.
Source: economictimes.indiatimes.com
US power grids strain as winter storm drives electricity prices higher
US power grids strain as winter storm drives electricity prices higher
US power grids face strain as a winter storm pushes electricity prices sharply higher, with PJM rates briefly topping 3,000 per MWh amid record demand.
Source: www.thehindubusinessline.com
U.S. winter storm sets off power grid emergencies and travel chaos
U.S. winter storm sets off power grid emergencies and travel chaos
14,537 flights across the U.S. were grounded through Monday, reaching levels not seen since the government shutdown last year, airline tracking company FlightAware said.
Source: www.japantimes.co.jp
'We knew the truth': How parents uncovered Scottish hospital's infected water scandal
'We knew the truth': How parents uncovered Scottish hospital's infected water scandal
Dozens of patients became more unwell and some died with infections picked up at Glasgow's Queen Elizabeth University Hospital.
Source: www.bbc.com
US Winter Storm Sets Off Power Grid Emergencies, Travel Chaos
US Winter Storm Sets Off Power Grid Emergencies, Travel Chaos
A sprawling winter storm has grounded more than 14,500 flights around the US, halted trains and triggered a grid emergency and knocked out power to thousands, a...
Source: financialpost.com
Everything you need to know about Ruby 4.0
Everything you need to know about Ruby 4.0
The Ruby 4.0 release is the 30th birthday of the language! Read to understand everything that's changed in Ruby 4, and how to upgrade with the least friction.
Source: www.honeybadger.io
How to get more from Python integration testing
How to get more from Python integration testing
Guide to python integration testing with examples and tips for getting the most from your tests.
Source: www.honeybadger.io
Thousands of flights canceled ahead of US winter storm
Thousands of flights canceled ahead of US winter storm
A sweeping winter storm has canceled thousands of US flights, triggered emergency declarations in multiple states, and placed severe strain on power grids as extreme cold spreads nationwide.
Source: www.jpost.com
Budget 2026: Money matters for the air you breathe and water you drink
Budget 2026: Money matters for the air you breathe and water you drink
Union Budget 2026 arrives amid escalating climate warnings, water stress, heatwaves, floods, and air pollution. The upcoming budget is likely to focus on executing climate action as an industrial strategy. Expect significant investments in green infrastructure and renewable energy. The budget aims to bridge gaps in adaptation finance and ensure effective implementation. This marks a crucial step towards a multi-trillion dollar green economy for India. Focus will be on water resilience and ur
Source: economictimes.indiatimes.com
Freezing and in the dark, Kyiv residents are stranded in tower blocks as Russia targets power system
Freezing and in the dark, Kyiv residents are stranded in tower blocks as Russia targets power system
KYIV, Ukraine (AP) Olena Janchuk spends another day of freezing isolation in her high-rise apartment. The former kindergarten teacher suffers from severe rheumatoid arthritis, and has been trapped f...
Source: www.winnipegfreepress.com
Protesters Blockade ICE Headquarters in Fort Snelling, Minnesota
Protesters Blockade ICE Headquarters in Fort Snelling, Minnesota
A report from an action during the general strike of January 23 in the Twin Cities.
Source: crimethinc.com
Berks food safety inspections found rodent droppings at 1 place, evidence of rodent activity at 2 others
Berks food safety inspections found rodent droppings at 1 place, evidence of rodent activity at 2 others
Also, food 3 months past the best-by date was found for sale.
Source: www.readingeagle.com
AP News in Brief at 12:04 a.m. EST
AP News in Brief at 12:04 a.m. EST
More than half the US threatened with ice, snow and cold in massive winter storm DALLAS (AP) Freezing rain fell in parts of Texas on Friday as a huge, dayslong winter storm began a trek that threate...
Source: www.winnipegfreepress.com
Rain, tree branch fall, cable faults trigger power cuts
Rain, tree branch fall, cable faults trigger power cuts
Noida: Early morning showers led to long hours of outages in several sectors. Some of the affected areas included Sectors 22, 33, 44, 105, 55, 81 amon.
Source: timesofindia.indiatimes.com
Ashish Kacholia reshuffles Rs 2,400 crore portfolio in Q3, adds 2 stocks, exits another. Check details - Portfolio Watch
Ashish Kacholia reshuffles Rs 2,400 crore portfolio in Q3, adds 2 stocks, exits another. Check details - Portfolio Watch
Ace investor Ashish Kacholia reshuffled his Rs 2,400 crore equity portfolio during the December quarter, adding new names, increasing exposure to select holdings and trimming stakes in others. The changes reflect a mix of fresh bets and tactical adjustments following sharp stock-specific corrections and selloff in smallcap stocks in 2025. Here is a closer look at the additions, stake increases, trims and exits made during the third quarter. Portfolio Watch
Source: economictimes.indiatimes.com
'A natural partner': US treasury secretary weighs in on Alberta separatism
'A natural partner': US treasury secretary weighs in on Alberta separatism
Scott Bessent's comments come amid a war of words between Ottawa and Washington.
Source: www.bbc.com
Pentagon plans to give South Korea primary role in deterring North Korea threats under new strategy
Pentagon plans to give South Korea primary role in deterring North Korea threats under new strategy
A new Pentagon document says its defense strategy is pivoting toward burden-sharing as the U.S. plans a more limited role in deterring North Korea and other parts of the world.
Source: www.foxnews.com
Saved MC from fiscal ruin: Outgoing mayor
Saved MC from fiscal ruin: Outgoing mayor
Chandigarh: Outgoing mayor Harpreet Kaur Babla Friday presented a detailed account of works, reforms and initiatives undertaken during her one-year te.
Source: timesofindia.indiatimes.com
Budget 2026 metal sector expectations: MMTC-PAMP pushes for duty parity for refiners
Budget 2026 metal sector expectations: MMTC-PAMP pushes for duty parity for refiners
India Business News: As the Union Budget 2026 is drawing closer, India’s precious metal refiners are have laid out their expecations from the finance minister. The sector .
Source: timesofindia.indiatimes.com
Three Blue Jays named to MLB Pipeline's top 100 prospects
Three Blue Jays named to MLB Pipeline's top 100 prospects
A day after Baseball America unveiled its top 100 prospects in baseball which featured three young Blue Jays, MLB Pipeline revealed its own top 100 list, with those same three Jays.
Source: www.sportsnet.ca
Mohali on the blink too as power lines snap
Mohali on the blink too as power lines snap
Chandigarh: Uprooted trees, collapsed electricity poles and prolonged power cuts marked a day of severe disruption in Mohali district on Friday, when .
Source: timesofindia.indiatimes.com
Slammed by storm, Chandigarh left powerless
Slammed by storm, Chandigarh left powerless
TNNChandigarh: As rain and icy winds buffeted the city, gaps in infrastructure were laid bare. In a turn of events practically unheard of in Chandigar.
Source: timesofindia.indiatimes.com
Nationals Rebuffed Giants' Interest In CJ Abrams
Nationals Rebuffed Giants' Interest In CJ Abrams
The Giants dangled their second-best prospect to try to land CJ Abrams but the Nationals didn't bite. MLB Trade Rumors has more on the talks.
Source: www.mlbtraderumors.com
Coca-Cola Freestyle: The Soda Machine That Turned Every Pour Into A Billion Dollar Lab
Coca-Cola Freestyle: The Soda Machine That Turned Every Pour Into A Billion Dollar Lab
You walk into a cinema, queue at the counter, and the bright chrome of a Coca-Cola Freestyle machine catches your eye. It is fun, it is tactile, and it prom ...
Source: bitrebels.com
Military mission complete in Manitoba First Nation dealing with frozen water damage - Winnipeg
Military mission complete in Manitoba First Nation dealing with frozen water damage - Winnipeg
The federal government says a military mission to help a northern Manitoba First Nation in the aftermath of a water crisis brought on by a power outage is complete.
Source: globalnews.ca
Organizers in Chicago stand in solidarity with Minnesota protesters, demand cuts to DHS budget
Organizers in Chicago stand in solidarity with Minnesota protesters, demand cuts to DHS budget
The House approved Department of Homeland Security funding Thursday. The bill now moves to the Senate, with final approval needed next week.
Source: chicago.suntimes.com
Commuters call for better bus connectivity, more incentives in transport masterplan discussion
Commuters call for better bus connectivity, more incentives in transport masterplan discussion
SINGAPORE For Carla Castle, 29, a public servant, the City Direct bus journey from her home in Jalan Kayu to her workplace in Bugis takes about an hour.Previously, she relied on the MRT, a trip that could take between 1hr 20min and 1hr 45min.At a focus group discussion held by the Land Transport Authority (LTA) on Jan 23, she...
Source: www.asiaone.com
The week in charts: GDP projections, core industry slowdown, India-UAE energy partnership
The week in charts: GDP projections, core industry slowdown, India-UAE energy partnership
In this weekly Plain Facts compilation, we present to you data-based insights, with easy-to-read charts, to help you delve deeper into the stories reported by Mint in the week gone by.
Source: www.livemint.com
2021 blackout weighs on Texans ahead of winter storm
2021 blackout weighs on Texans ahead of winter storm
NBC News correspondent Ryan Chandler joins Here's the Scoop and speaks to the lingering impact of the 2021 Texas power crisis ahead of what could be another historic winter storm.
Source: www.nbcnews.com
More than half the US threatened with ice, snow and cold in massive winter storm
More than half the US threatened with ice, snow and cold in massive winter storm
A massive winter storm is sweeping across the United States. Freezing rain and snow are hitting many regions. Millions are under watches and warnings for ice and cold. Extensive power outages are a major concern. Schools are closed, and flights are canceled. Authorities are preparing for severe impacts and potential damage.
Source: economictimes.indiatimes.com
AI/ML Engineer at Noora Health
AI/ML Engineer at Noora Health
WHO WE ARE Noora Health India Private Limited is a key partner in Noora Health’s (http://www.noorahealth.org/) mission is to improve outcomes and strengthen health systems by equipping family caregivers with the skills they need to care for their loved ones. They develop content, technology platforms, new products, and strengthen other operational functions that support the scale and impact of Noora Health’s programs. Founded in 2014, Noora Health turns hospital hallways and waiting rooms in
Source: www.ycombinator.com
AI's Inbox Revolution: Tools Driving 10x Sales in 2026 Email Campaigns
AI's Inbox Revolution: Tools Driving 10x Sales in 2026 Email Campaigns
AI tools like Encharge, Klaviyo, and emerging platforms such as Mocha AI are revolutionizing email marketing, delivering up to 10x sales growth through predictive personalization and automation. Industry reports and X insights reveal the strategies powering 2026's top campaigns.
Source: www.webpronews.com
Winter Ice Could Humble the United States
Winter Ice Could Humble the United States
Snow, we can handle, one official said. Ice is another story.
Source: www.theatlantic.com
Nine fall ill due to water contamination in Indore's Mhow, after several died in Bhagirathpura: What led to the tragedy?
Nine fall ill due to water contamination in Indore's Mhow, after several died in Bhagirathpura: What led to the tragedy?
The recent cases of water-borne diseases were reported from the Patti Bazaar and Chander Marg areas in Mhow tehsil of Madhya Pradesh's Indore district. Earlier seven people had reportedly died due to water contamination in Bhagirathpura.
Source: www.livemint.com
Sensex, Nifty pare opening gains amid FII selling pressure
Sensex, Nifty pare opening gains amid FII selling pressure
Sensex and Nifty decline as FII selling pressure offsets initial gains, with select stocks like Asian Paints and TCS performing well.
Source: www.thehindu.com
TikTok closes deal to split US app from global business: What to know
TikTok closes deal to split US app from global business: What to know
The app was due to be banned in the US a year ago if its Chinese owner hadn't sold its business in America.
Source: www.bbc.com
Iran protests: Death toll reportedly at 5,002 as Trump says U.S. 'armada' approaching
Iran protests: Death toll reportedly at 5,002 as Trump says U.S. 'armada' approaching
Iran protests have led to a death toll of 5,002, as U.S. military presence increases amid rising tensions.
Source: www.thehindu.com
[2601.15540] PRISM: Deriving the Transformer as a Signal-Denoising Operator via Maximum Coding Rate Reduction
[2601.15540] PRISM: Deriving the Transformer as a Signal-Denoising Operator via Maximum Coding Rate Reduction
Deep learning models, particularly Transformers, are often criticized as black boxes and lack interpretability. We propose Prism, a white-box attention-based architecture derived from the principles of Maximizing Coding Rate Reduction ( text{MCR} 2 ). By modeling the attention mechanism as a gradient ascent process on a distinct signal-noise manifold, we introduce two physical constraints: an overcomplete dictionary to expand the representational phase space, and an irrational frequency separ
Source: arxiv.org
Expanding Clean Energy Access with Inclusive Low-Income Participation
Expanding Clean Energy Access with Inclusive Low-Income Participation
PureSky Energy today (Jan 22) announced the commercial operation of its Heath Brook and Sand Brook community solar projects in Corinth, New York. The two solar farms - which together total approxi. . .
Source: globalrenewablenews.com
[2601.15344] A Dual-Head Transformer-State-Space Architecture for Neurocircuit Mechanism Decomposition from fMRI
[2601.15344] A Dual-Head Transformer-State-Space Architecture for Neurocircuit Mechanism Decomposition from fMRI
Precision psychiatry aspires to elucidate brain-based biomarkers of psychopathology to bolster disease risk assessment and treatment development. To this end, functional magnetic resonance imaging (fMRI) has helped triangulate brain circuits whose functional features are correlated with or even predictive of forms of psychopathology. Yet, fMRI biomarkers to date remain largely descriptive identifiers of where, rather than how, neurobiology is aberrant, limiting their utility for guiding treatmen
Source: arxiv.org
PowerBank Corporation Highlights Real-Time Space Satellite Tracking Dashboard
PowerBank Corporation Highlights Real-Time Space Satellite Tracking Dashboard
PowerBank Corporation (NASDAQ: SUUN), a North American renewable energy company focused on solar energy infrastructure, battery energy storage systems (BESS), and advanced data center solutions, t. . .
Source: globalrenewablenews.com
[2601.15813] Beyond Off-the-Shelf Models: A Lightweight and Accessible Machine Learning Pipeline for Ecologists Working with Image Data
[2601.15813] Beyond Off-the-Shelf Models: A Lightweight and Accessible Machine Learning Pipeline for Ecologists Working with Image Data
We introduce a lightweight experimentation pipeline designed to lower the barrier for applying machine learning (ML) methods for classifying images in ecological research. We enable ecologists to experiment with ML models independently, thus they can move beyond off-the-shelf models and generate insights tailored to local datasets and specific classification tasks and target variables. Our tool combines a simple command-line interface for preprocessing, training, and evaluation with a graphical
Source: arxiv.org
[2601.15868] Large-scale real-time signal processing in physics experiments: The ALICE TPC FPGA pipeline
[2601.15868] Large-scale real-time signal processing in physics experiments: The ALICE TPC FPGA pipeline
For LHC Run 3, the ALICE Time Projection Chamber was upgraded to operate in continuous readout mode. Interaction rates of up to 50 kHz in Pb-Pb collisions require real-time processing of more than 3 TB/s of raw detector data. This requirement is met by a custom FPGA-based processing pipeline that performs the complete front-end data treatment fully in-stream, including common-mode correction, pedestal subtraction, ion-tail filtering, zero suppression, and dense data packing. A central element
Source: arxiv.org
[2601.15918] A Multi-View Pipeline and Benchmark Dataset for 3D Hand Pose Estimation in Surgery
[2601.15918] A Multi-View Pipeline and Benchmark Dataset for 3D Hand Pose Estimation in Surgery
Purpose: Accurate 3D hand pose estimation supports surgical applications such as skill assessment, robot-assisted interventions, and geometry-aware workflow analysis. However, surgical environments pose severe challenges, including intense and localized lighting, frequent occlusions by instruments or staff, and uniform hand appearance due to gloves, combined with a scarcity of annotated datasets for reliable model training. Method: We propose a robust multi-view pipeline for 3D hand pose estim
Source: arxiv.org
[2601.15953] Decoupling Return-to-Go for Efficient Decision Transformer
[2601.15953] Decoupling Return-to-Go for Efficient Decision Transformer
The Decision Transformer (DT) has established a powerful sequence modeling approach to offline reinforcement learning. It conditions its action predictions on Return-to-Go (RTG), using it both to distinguish trajectory quality during training and to guide action generation at inference. In this work, we identify a critical redundancy in this design: feeding the entire sequence of RTGs into the Transformer is theoretically unnecessary, as only the most recent RTG affects action prediction. We sho
Source: arxiv.org
[2406.17778] Quantum hall transformer in a quantum point contact over the full range of transmission
[2406.17778] Quantum hall transformer in a quantum point contact over the full range of transmission
A recent experiment [Cohen et al., Science 382, 542 (2023)] observed a robustly quantized e 2/2h conductance in a quantum point contact between fractional quantum Hall edges (a quantum Hall transformer), which then vanishes at low temperature. While this behavior can be described by a boundary sine gordon (BSG) model derived from electron tunneling, the microscopic motivation for such strong tunneling is unclear. We use an alternative model based on sliding charge density waves and a density i
Source: arxiv.org
[2506.01874] Life Sequence Transformer: Generative Modelling of Socio-Economic Trajectories from Administrative Data
[2506.01874] Life Sequence Transformer: Generative Modelling of Socio-Economic Trajectories from Administrative Data
Generative modelling with Transformer architectures can simulate complex sequential structures across various applications. We extend this line of work to the social sciences by introducing a Transformer-based generative model tailored to longitudinal socio-economic data. Our contributions are: (i) we design a novel encoding method that represents socio-economic life histories as sequences, including overlapping events across life domains; and (ii) we adapt generative modelling techniques to sim
Source: arxiv.org
[2601.16160] CONTEX-T: Contextual Privacy Exploitation via Transformer Spectral Analysis for IoT Device Fingerprinting
[2601.16160] CONTEX-T: Contextual Privacy Exploitation via Transformer Spectral Analysis for IoT Device Fingerprinting
The rapid expansion of internet of things (IoT) devices have created a pervasive ecosystem where encrypted wireless communications serve as the primary privacy and security protection mechanism. While encryption effectively protects message content, packet metadata and statistics inadvertently expose device identities and user contexts. Various studies have exploited raw packet statistics and their visual representations for device fingerprinting and identification. However, these approaches rem
Source: arxiv.org
Japan loans Guyana 7.2B for water sector
Japan loans Guyana 7.2B for water sector
Guyana has secured a 7.2 billion concessional loan from the Government of Japan to boost climate-resilient water and sanitation infrastructure, marking another major investment aimed at strengthening public utilities and improving access to safe drinking water across the country.
Source: kaieteurnewsonline.com
Mpumalanga farm families allege killings, arson and forced displacement
Mpumalanga farm families allege killings, arson and forced displacement
Families say years of violence have driven them from land occupied for more than a century.
Source: www.citizen.co.za
China's cyber forces are impressive, and growing
China's cyber forces are impressive, and growing
Beijing is harnessing civilian hackers and military units to build one of the world's most powerful cyber forces.
Source: www.lowyinstitute.org
Sewage pipe broke a month ago in Noida’s Sector 55, roads here still filled with muck
Sewage pipe broke a month ago in Noida’s Sector 55, roads here still filled with muck
Noida: For a month now, a pool of water mixed with mud sits undisturbed near main gate number 5 in Sector 55. Residents have claimed that the sewage t.
Source: timesofindia.indiatimes.com
Gas bottling and fertilizer plants central to cost-of-living strategy PM Phillips
Gas bottling and fertilizer plants central to cost-of-living strategy PM Phillips
The proposed gas bottling and fertiliser plants in Wales are central to the government’s cost-of-living strategy, aimed at delivering cheaper cooking gas and ...
Source: kaieteurnewsonline.com
Adani Energy Solutions shares fall over 2 after Q3 net profit slips to Rs 552 crore
Adani Energy Solutions shares fall over 2 after Q3 net profit slips to Rs 552 crore
Adani Energy Solutions' shares dipped over 2 after reporting a marginal 2 year-on-year decline in Q3 FY26 net profit to Rs 552 crore. Despite this, revenues surged 15 to Rs 6,730 crore, with EBITDA reaching a record Rs 2,210 crore, driven by strong transmission and smart metering growth.
Source: economictimes.indiatimes.com
Fadnavis refutes allegations of domestic MoUs being signed at Davos
Fadnavis refutes allegations of domestic MoUs being signed at Davos
Fadnavis denies domestic MoUs at Davos, announces 30 lakh crore investments and India's first Innovation City for Mumbai.
Source: www.thehindu.com
United Spirits shares in focus after Adar Poonawalla signals bid for RCB acquisition
United Spirits shares in focus after Adar Poonawalla signals bid for RCB acquisition
United Spirits shares are set to be in focus after Serum Institute CEO Adar Poonawalla said he plans to make a strong and competitive bid for the Royal Challengers Bengaluru IPL franchise, currently owned by the Diageo-controlled liquor maker. The development comes against the backdrop of a sharp rise in United Spirits December-quarter profit, even as revenue growth remained modest.
Source: economictimes.indiatimes.com
Writers Victoria has been defunded but writers’ centres are fundamental’ to literary culture
Writers Victoria has been defunded but writers’ centres are fundamental’ to literary culture
Authors Hannah Kent and Toni Jordan got their start through writers centre initiatives. If Victoria loses its centre, it will be the only mainland state without one.
Source: theconversation.com
LeslieLeung/glean: A self-hosted RSS reader and personal knowledge management tool.
LeslieLeung/glean: A self-hosted RSS reader and personal knowledge management tool.
A self-hosted RSS reader and personal knowledge management tool. - LeslieLeung/glean
Source: github.com
AI deepin
AI deepin
...
Source: www.oschina.net
Budget 2026 could drive a power shift in India’s semiconductor push
Budget 2026 could drive a power shift in India’s semiconductor push
Union Budget 2026: The nation aims to become a top chip manufacturing hub by 2032. Several major projects are underway, with production expected to start in 2026. The budget must ensure sustained policy support and timely incentive disbursements to maintain momentum and attract further investment in this crucial sector.
Source: economictimes.indiatimes.com
The internet’s oldest trust mechanism is still one of its weakest links
The internet’s oldest trust mechanism is still one of its weakest links
A CSC study finds domain security practices lag at large firms, leaving domains exposed while unicorns show uneven adoption.
Source: www.helpnetsecurity.com
[2601.14259] A Cloud-Based Cross-Modal Transformer for Emotion Recognition and Adaptive Human-Computer Interaction
[2601.14259] A Cloud-Based Cross-Modal Transformer for Emotion Recognition and Adaptive Human-Computer Interaction
Emotion recognition is a fundamental component of next-generation human-computer interaction (HCI), enabling machines to perceive, understand, and respond to users' affective states. However, existing systems often rely on single-modality analysis such as facial expressions, speech tone, or textual sentiment, resulting in limited robustness and poor generalization in real-world environments. To address these challenges, this study proposes a Cloud-Based Cross-Modal Transformer (CMT) framework fo
Source: arxiv.org
Greenvolt secures 58.9 million project finance with Unicredit Bank for Hungary's largest battery storage project
Greenvolt secures 58.9 million project finance with Unicredit Bank for Hungary's largest battery storage project
Greenvolt Group, through Greenvolt Power - a leading global developer of large-scale wind, solar, and battery energy storage - has signed 58.9 million in project finance facilities with Un. . .
Source: globalrenewablenews.com
Aquila Clean Energy and Energy Gates announce the closing of a ready-to-build 50 MW / 100 MWh battery energy storage project in Lithuania
Aquila Clean Energy and Energy Gates announce the closing of a ready-to-build 50 MW / 100 MWh battery energy storage project in Lithuania
Aquila Clean Energy (
Source: globalrenewablenews.com
Doral Renewables Achieves Commercial Operation at Great Bend Solar in Ohio
Doral Renewables Achieves Commercial Operation at Great Bend Solar in Ohio
Doral Renewables, a leading, U.S. utility-scale solar and battery storage developer and independent power producer announced today that its Great Bend Solar project has achieved commercial operati. . .
Source: globalrenewablenews.com
[2601.14263] Call2Instruct: Automated Pipeline for Generating Q&A Datasets from Call Center Recordings for LLM Fine-Tuning
[2601.14263] Call2Instruct: Automated Pipeline for Generating Q&A Datasets from Call Center Recordings for LLM Fine-Tuning
The adaptation of Large-Scale Language Models (LLMs) to specific domains depends on high-quality fine-tuning datasets, particularly in instructional format (e.g., Question-Answer - Q&A). However, generating these datasets, particularly from unstructured sources such as call center audio recordings, poses a significant challenge due to the noisy and disorganized nature of the data. This paper presents a solution to this challenge by offering an end-to-end automated pipeline for generating Q&A ins
Source: arxiv.org
[2601.14875] GAT-NeRF: Geometry-Aware-Transformer Enhanced Neural Radiance Fields for High-Fidelity 4D Facial Avatars
[2601.14875] GAT-NeRF: Geometry-Aware-Transformer Enhanced Neural Radiance Fields for High-Fidelity 4D Facial Avatars
High-fidelity 4D dynamic facial avatar reconstruction from monocular video is a critical yet challenging task, driven by increasing demands for immersive virtual human applications. While Neural Radiance Fields (NeRF) have advanced scene representation, their capacity to capture high-frequency facial details, such as dynamic wrinkles and subtle textures from information-constrained monocular streams, requires significant enhancement. To tackle this challenge, we propose a novel hybrid neural rad
Source: arxiv.org
[2601.15042] Federated Transformer-GNN for Privacy-Preserving Brain Tumor Localization with Modality-Level Explainability
[2601.15042] Federated Transformer-GNN for Privacy-Preserving Brain Tumor Localization with Modality-Level Explainability
Deep learning models for brain tumor analysis require large and diverse datasets that are often siloed across healthcare institutions due to privacy regulations. We present a federated learning framework for brain tumor localization that enables multi-institutional collaboration without sharing sensitive patient data. Our method extends a hybrid Transformer-Graph Neural Network architecture derived from prior decoder-free supervoxel GNNs and is deployed within CAFEIN textsuperscript{ textregiste
Source: arxiv.org
Entergy Arkansas is ready for winter weather and encourages customers to prepare
Entergy Arkansas is ready for winter weather and encourages customers to prepare
Entergy Arkansas is ready for winter weather and encourages customers to preparePosted:January 21, 2026 Posted:Lamor Williams Category:Storm Center update Tags:Arkansas. . .
Source: globalrenewablenews.com
Clean Industry Bonus brings more offshore wind manufacturing opportunities throughout the UK
Clean Industry Bonus brings more offshore wind manufacturing opportunities throughout the UK
Commenting on the Government's announcement that its Clean Industry Bonus for offshore wind will bring 3.4 billion of further private investment in factories, supply chains and ports across th. . .
Source: globalrenewablenews.com
Zanskar raises 115M Series C Following Record-Setting Year of Geothermal Discoveries
Zanskar raises 115M Series C Following Record-Setting Year of Geothermal Discoveries
Zanskar, a company using custom-built AI to become the world's most successful geothermal explorer, today (Jan 21) announced a 115 million Series C funding round led by Spring Lane Capital. . . .
Source: globalrenewablenews.com
Hong Kong’s Technology Inflection Point
Hong Kong’s Technology Inflection Point
Hong Kong’s chief information officers are entering 2026 under mounting pressure but also with a rare chance to turn years of technology investment into measurable business value.
Source: www.finews.asia
Prologis beats quarterly revenue estimates as warehouse demand holds firm
Prologis beats quarterly revenue estimates as warehouse demand holds firm
Prologis, a major real estate firm, exceeded revenue expectations in the fourth quarter. Strong demand for its storage facilities, used by retailers and manufacturers for e-commerce and inventory, boosted performance. The company, which manages vast logistics real estate globally, also expanded its data center power pipeline. Prologis expressed confidence in future earnings growth.
Source: economictimes.indiatimes.com
Guyana’s rising oil output helps fuel global supply glut
Guyana’s rising oil output helps fuel global supply glut
The global oil market will be in deep surplus in the first quarter of 2026, the International Energy Agency said on Wednesday, as so far excess supplies have offset the geopolitical risk of disruption.
Source: kaieteurnewsonline.com
Why PostgreSQL Replication Lag Spikes Suddenly in Production
Why PostgreSQL Replication Lag Spikes Suddenly in Production
Uncover the mystery of sudden PostgreSQL replication lag spikes in production! Learn the common causes, from write bursts to slow disks, and how to resolve them.
Source: www.c-sharpcorner.com
MMRDA Bags 104.6 Billion In MoUs At WEF Davos To Build Logistics Hubs, Data Centres And Global Business Districts
MMRDA Bags 104.6 Billion In MoUs At WEF Davos To Build Logistics Hubs, Data Centres And Global Business Districts

Source: swarajyamag.com
Delhi water crisis alert: Supply hit as water production falls in Wazirabad & Chandrawal WTP check affected areas
Delhi water crisis alert: Supply hit as water production falls in Wazirabad & Chandrawal WTP check affected areas
Delhi Jal board said water supply will be available at low pressure in most areas till the situation improves, without giving a specific timeline.
Source: www.livemint.com
Iran admits 3,000 protest deaths activists say the real toll is much higher
Iran admits 3,000 protest deaths activists say the real toll is much higher
Iran released its first government-issued death toll from a sweeping crackdown on nationwide protests, acknowledging more than 3,000 fatalities a figure sharply lower than estimates provided by human-rights groups abroad
Source: www.livemint.com
Trump's Transatlantic Divide: Europe's Decisive Moment
Trump's Transatlantic Divide: Europe's Decisive Moment
In the grand marble halls of the Europa Building in Brussels, European Union leaders will gather Thursday for what may prove to be one of their most
Source: commstrader.com
AI-led upskilling creates new pathways for women in India’s STEM ecosystem
AI-led upskilling creates new pathways for women in India’s STEM ecosystem
Explore how AI-driven upskilling is transforming women's participation in India's STEM ecosystem, addressing challenges in workforce inclusion and education-to-employment pathways.
Source: cio.economictimes.indiatimes.com
Billionaire Enrique Razon, Partners Spending 893 Million To Develop New Philippine Gas Field
Billionaire Enrique Razon, Partners Spending 893 Million To Develop New Philippine Gas Field
In a significant development for the Philippines' energy landscape, Prime Energy under the control of ports and casino magnate Enrique Razon Jr.'s Prime Infra
Source: commstrader.com
AI adoption in UAE’s public sector: Dell’s Walid Yehia on trends to watch in 2026
AI adoption in UAE’s public sector: Dell’s Walid Yehia on trends to watch in 2026
Five AI adoption trends that signal a future where technological collaboration creates tangible, positive change for the UAE
Source: gulfbusiness.com
MRPL shares jump 7 after three day decline, eyes Venezuelan oil purchases
MRPL shares jump 7 after three day decline, eyes Venezuelan oil purchases
MRPL shares rebounded sharply after a three day decline as investors took comfort from strong Q3 earnings and the companys move to explore Venezuelan crude purchases while halting Russian imports to comply with international sanctions.
Source: economictimes.indiatimes.com
Nvidia CEO Jensen Huang plans China trip amid push to reopen key market Check out his itinerary
Nvidia CEO Jensen Huang plans China trip amid push to reopen key market Check out his itinerary
The China visit a trip that Huang regularly takes at this time of year comes at a pivotal moment for the world’s most valuable company. The US is loosening export restrictions on AI processors, letting Nvidia sell its H200 model in the Asian nation.
Source: www.livemint.com
Leading Innovation: Top Plastic Pipe Extrusion Line Manufacturer Advances Industry Standards
Leading Innovation: Top Plastic Pipe Extrusion Line Manufacturer Advances Industry Standards
The global plastic extrusion machinery sector continues to evolve as manufacturers invest in advanced production technologies to meet growing demand across
Source: agriculture.einnews.com
Protesting the Unprecedented Lethal State Violence against Protests by the Islamic Republic of Iran
Protesting the Unprecedented Lethal State Violence against Protests by the Islamic Republic of Iran
We are shocked and appalled by reports of the high number of civilians shot dead -- as well as the thousands of arrests
Source: www.juancole.com
VICTOR JOECKS: Previewing Nevada’s gubernatorial race
VICTOR JOECKS: Previewing Nevada’s gubernatorial race
Money matters in politics, and Gov. Joe Lombardo has a lot of it.
Source: www.reviewjournal.com
[2601.12095] Neural Isomorphic Fields: A Transformer-based Algebraic Numerical Embedding
[2601.12095] Neural Isomorphic Fields: A Transformer-based Algebraic Numerical Embedding
Neural network models often face challenges when processing very small or very large numbers due to issues such as overflow, underflow, and unstable output variations. To mitigate these problems, we propose using embedding vectors for numbers instead of directly using their raw values. These embeddings aim to retain essential algebraic properties while preventing numerical instabilities. In this paper, we introduce, for the first time, a fixed-length number embedding vector that preserves algebr
Source: arxiv.org
[2601.12316] GazeFormer-MoE: Context-Aware Gaze Estimation via CLIP and MoE Transformer
[2601.12316] GazeFormer-MoE: Context-Aware Gaze Estimation via CLIP and MoE Transformer
We present a semantics modulated, multi scale Transformer for 3D gaze estimation. Our model conditions CLIP global features with learnable prototype banks (illumination, head pose, background, direction), fuses these prototype-enriched global vectors with CLIP patch tokens and high-resolution CNN tokens in a unified attention space, and replaces several FFN blocks with routed/shared Mixture of Experts to increase conditional capacity. Evaluated on MPIIFaceGaze, EYEDIAP, Gaze360 and ETH-XGaze, ou
Source: arxiv.org
[2601.13681] ORCA -- An Automated Threat Analysis Pipeline for O-RAN Continuous Development
[2601.13681] ORCA -- An Automated Threat Analysis Pipeline for O-RAN Continuous Development
The Open-Radio Access Network (O-RAN) integrates numerous software components in a cloud-like deployment, opening the radio access network to previously unconsidered security threats. With the ever-evolving threat landscape, integrating security practices through a DevSecOps approach is essential for fast and secure releases. Current vulnerability assessment practices often rely on manual, labor-intensive, and subjective investigations, leading to inconsistencies in the threat analysis. To mitig
Source: arxiv.org
[2601.13665] Transformer based Multi-task Fusion Network for Food Spoilage Detection and Shelf life Forecasting
[2601.13665] Transformer based Multi-task Fusion Network for Food Spoilage Detection and Shelf life Forecasting
Food wastage is one of the critical challenges in the agricultural supply chain, and accurate and effective spoilage detection can help to reduce it. Further, it is highly important to forecast the spoilage information. This aids the longevity of the supply chain management in the agriculture field. This motivated us to propose fusion based architectures by combining CNN with LSTM and DeiT transformer for the following multi-tasks simultaneously: (i) vegetable classification, (ii) food spoilage
Source: arxiv.org
[2601.14172] Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum
[2601.14172] Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum
We study sentence-level identification of the 19 values in the Schwartz motivational continuum as a concrete formulation of human value detection in text. The setting - out-of-context sentences from news and political manifestos - features sparse moral cues and severe class imbalance. This combination makes fine-grained sentence-level value detection intrinsically difficult, even for strong modern neural models. We first operationalize a binary moral presence task ( does any value appear? ) and
Source: arxiv.org
[2601.13647] Fusion Segment Transformer: Bi-Directional Attention Guided Fusion Network for AI-Generated Music Detection
[2601.13647] Fusion Segment Transformer: Bi-Directional Attention Guided Fusion Network for AI-Generated Music Detection
With the rise of generative AI technology, anyone can now easily create and deploy AI-generated music, which has heightened the need for technical solutions to address copyright and ownership issues. While existing works mainly focused on short-audio, the challenge of full-audio detection, which requires modeling long-term structure and context, remains insufficiently explored. To address this, we propose an improved version of the Segment Transformer, termed the Fusion Segment Transformer. As i
Source: arxiv.org
[2601.11885] MyGram: Modality-aware Graph Transformer with Global Distribution for Multi-modal Entity Alignment
[2601.11885] MyGram: Modality-aware Graph Transformer with Global Distribution for Multi-modal Entity Alignment
Multi-modal entity alignment aims to identify equivalent entities between two multi-modal Knowledge graphs by integrating multi-modal data, such as images and text, to enrich the semantic representations of entities. However, existing methods may overlook the structural contextual information within each modality, making them vulnerable to interference from shallow features. To address these challenges, we propose MyGram, a modality-aware graph transformer with global distribution for multi-moda
Source: arxiv.org
[2601.13580] Neural Organ Transplantation (NOT): Checkpoint-Based Modular Adaptation for Transformer Models
[2601.13580] Neural Organ Transplantation (NOT): Checkpoint-Based Modular Adaptation for Transformer Models
We introduce Neural Organ Transplantation (NOT), a modular adaptation framework that enables trained transformer layers to function as reusable transferable checkpoints for domain adaptation. Unlike conventional fine-tuning approaches that tightly couple trained parameters to specific model instances and training data, NOT extracts contiguous layer subsets ( donor organs ) from pre-trained models, trains them independently on domain-specific data, and saves them as standalone checkpoint files th
Source: arxiv.org
[2601.11859] Cascaded Transformer for Robust and Scalable SLA Decomposition via Amortized Optimization
[2601.11859] Cascaded Transformer for Robust and Scalable SLA Decomposition via Amortized Optimization
The evolution toward 6G networks increasingly relies on network slicing to provide tailored, End-to-End (E2E) logical networks over shared physical infrastructures. A critical challenge is effectively decomposing E2E Service Level Agreements (SLAs) into domain-specific SLAs, which current solutions handle through computationally intensive, iterative optimization processes that incur substantial latency and complexity. To address this, we introduce Casformer, a cascaded Transformer architecture d
Source: arxiv.org
[2601.13435] A Learnable Wavelet Transformer for Long-Short Equity Trading and Risk-Adjusted Return Optimization
[2601.13435] A Learnable Wavelet Transformer for Long-Short Equity Trading and Risk-Adjusted Return Optimization
Learning profitable intraday trading policies from financial time series is challenging due to heavy noise, non-stationarity, and strong cross-sectional dependence among related assets. We propose emph{WaveLSFormer}, a learnable wavelet-based long-short Transformer that jointly performs multi-scale decomposition and return-oriented decision learning. Specifically, a learnable wavelet front-end generates low-/high-frequency components via an end-to-end trained filter bank, guided by spectral reg
Source: arxiv.org
[2601.12467] Patch-Level Tokenization with CNN Encoders and Attention for Improved Transformer Time-Series Forecasting
[2601.12467] Patch-Level Tokenization with CNN Encoders and Attention for Improved Transformer Time-Series Forecasting
Transformer-based models have shown strong performance in time-series forecasting by leveraging self-attention to model long-range temporal dependencies. However, their effectiveness depends critically on the quality and structure of input representations derived from raw multivariate time-series data. This work proposes a two-stage forecasting framework that explicitly separates local temporal representation learning from global dependency modelling. In the first stage, a convolutional neural n
Source: arxiv.org
[2601.11619] NoiseFormer -- Noise Diffused Symmetric Attention Transformer
[2601.11619] NoiseFormer -- Noise Diffused Symmetric Attention Transformer
Transformer architecture has been very successful long runner in the field of Deep Learning (DL) and Large Language Models (LLM) because of its powerful attention-based learning and parallel-natured architecture. As the models grow gigantic in terms of memory footprint, difficulties in fitting the model on a device like a GPU or an AI accelerator give rise to the need for multiple computing devices thereby escalating the computing cost. This increased training/inference cost paved the way for ef
Source: arxiv.org
[2601.12338] Actionable Advice from Reviews via Mixture of LoRA Experts: A Two-LLM Pipeline for Issue Extraction and Business Recommendations
[2601.12338] Actionable Advice from Reviews via Mixture of LoRA Experts: A Two-LLM Pipeline for Issue Extraction and Business Recommendations
Customer reviews contain detailed, domain specific signals about service failures and user expectations, but converting this unstructured feedback into actionable business decisions remains difficult. We study review-to-action generation: producing concrete, implementable recommendations grounded in review text. We propose a modular two-LLM framework in which an Issue model extracts salient issues and assigns coarse themes, and an Advice model generates targeted operational fixes conditioned on
Source: arxiv.org
[2601.12926] Dual-Stream Collaborative Transformer for Image Captioning
[2601.12926] Dual-Stream Collaborative Transformer for Image Captioning
Current region feature-based image captioning methods have progressed rapidly and achieved remarkable performance. However, they are still prone to generating irrelevant descriptions due to the lack of contextual information and the over-reliance on generated partial descriptions for predicting the remaining words. In this paper, we propose a Dual-Stream Collaborative Transformer (DSCT) to address this issue by introducing the segmentation feature. The proposed DSCT consolidates and then fuses t
Source: arxiv.org
[2601.11618] Geometric Attention: A Regime-Explicit Operator Semantics for Transformer Attention
[2601.11618] Geometric Attention: A Regime-Explicit Operator Semantics for Transformer Attention
Geometric Attention (GA) specifies an attention layer by four independent inputs: a finite carrier (what indices are addressable), an evidence-kernel rule (how masked proto-scores and a link induce nonnegative weights), a probe family (which observables are treated as admissible), and an anchor/update rule (which representative kernel is selected and how it is applied). Probe families induce an operational equivalence relation on kernels and therefore a gauge; anchors select representatives rela
Source: arxiv.org
[2601.12863] FGTBT: Frequency-Guided Task-Balancing Transformer for Unified Facial Landmark Detection
[2601.12863] FGTBT: Frequency-Guided Task-Balancing Transformer for Unified Facial Landmark Detection
Recently, deep learning based facial landmark detection (FLD) methods have achieved considerable success. However, in challenging scenarios such as large pose variations, illumination changes, and facial expression variations, they still struggle to accurately capture the geometric structure of the face, resulting in performance degradation. Moreover, the limited size and diversity of existing FLD datasets hinder robust model training, leading to reduced detection accuracy. To address these chal
Source: arxiv.org
[2601.12850] Accurate Simulation Pipeline for Passive Single-Photon Imaging
[2601.12850] Accurate Simulation Pipeline for Passive Single-Photon Imaging
Single-Photon Avalanche Diodes (SPADs) are new and promising imaging sensors. These sensors are sensitive enough to detect individual photons hitting each pixel, with extreme temporal resolution and without readout noise. Thus, SPADs stand out as an optimal choice for low-light imaging. Due to the high price and limited availability of SPAD sensors, the demand for an accurate data simulation pipeline is substantial. Indeed, the scarcity of SPAD datasets hinders the development of SPAD-specific p
Source: arxiv.org
[2601.12249] An Innovative Framework for Breast Cancer Detection Using Pyramid Adaptive Atrous Convolution, Transformer Integration, and Multi-Scale Feature Fusion
[2601.12249] An Innovative Framework for Breast Cancer Detection Using Pyramid Adaptive Atrous Convolution, Transformer Integration, and Multi-Scale Feature Fusion
Breast cancer is one of the most common cancers among women worldwide, and its accurate and timely diagnosis plays a critical role in improving treatment outcomes. This thesis presents an innovative framework for detecting malignant masses in mammographic images by integrating the Pyramid Adaptive Atrous Convolution (PAAC) and Transformer architectures. The proposed approach utilizes Multi-Scale Feature Fusion to enhance the extraction of features from benign and malignant tissues and combines D
Source: arxiv.org
[2601.13683] Dynamic Differential Linear Attention: Enhancing Linear Diffusion Transformer for High-Quality Image Generation
[2601.13683] Dynamic Differential Linear Attention: Enhancing Linear Diffusion Transformer for High-Quality Image Generation
Diffusion transformers (DiTs) have emerged as a powerful architecture for high-fidelity image generation, yet the quadratic cost of self-attention poses a major scalability bottleneck. To address this, linear attention mechanisms have been adopted to reduce computational cost; unfortunately, the resulting linear diffusion transformers (LiTs) models often come at the expense of generative performance, frequently producing over-smoothed attention weights that limit expressiveness. In this work, we
Source: arxiv.org
[2601.14086] Two-Stream temporal transformer for video action classification
[2601.14086] Two-Stream temporal transformer for video action classification
Motion representation plays an important role in video understanding and has many applications including action recognition, robot and autonomous guidance or others. Lately, transformer networks, through their self-attention mechanism capabilities, have proved their efficiency in many applications. In this study, we introduce a new two-stream transformer video classifier, which extracts spatio-temporal information from content and optical flow representing movement information. The proposed mode
Source: arxiv.org
SA’s space agency warns of geomagnetic storm on Tuesday : Here’s what it means
SA’s space agency warns of geomagnetic storm on Tuesday : Here’s what it means
Sansa has warned that the CME is expected to affect Earth from the early hours of Tuesday.
Source: www.citizen.co.za
Kakao updates Kanana-2, releases 4 open-source models
Kakao updates Kanana-2, releases 4 open-source models
Kakao has updated its proprietary large language model (LLM), Kanana-2, releasing four additional variants of the model as open source. After demon...
Source: www.koreatimes.co.kr
xai-org/x-algorithm: Algorithm powering the For You feed on X
xai-org/x-algorithm: Algorithm powering the For You feed on X
Algorithm powering the For You feed on X. Contribute to xai-org/x-algorithm development by creating an account on GitHub.
Source: github.com
Top Pumps And Engines Manufacturer Expands Global Solutions For Fire Protection And Power Systems
Top Pumps And Engines Manufacturer Expands Global Solutions For Fire Protection And Power Systems
Yeschamp Imp & Exp (Taizhou) Co., Ltd., a professional pumps and engines manufacturer based in China, continues to strengthen its role in the global industrial
Source: agriculture.einnews.com
Ambani's Reliance faces a rare January setback
Ambani's Reliance faces a rare January setback
Reliance Industries faces challenges in January, including declining earnings and geopolitical tensions, impacting its share price and retail growth.
Source: www.thehindubusinessline.com
Anastasia Soare on Recapitalization and What’s Next for the Brand
Anastasia Soare on Recapitalization and What’s Next for the Brand
Soare made a 225 million equity investment in Anastasia Beverly Hills.
Source: wwd.com
EBRD finances major renewable energy project in Uzbekistan
EBRD finances major renewable energy project in Uzbekistan
Highlights EBRD organising financing of up to US 195.5 million for major renewable energy and battery development Funds will support construction of 300 MW solar plant and 75 MWh ba. . .
Source: globalrenewablenews.com
Heartland Value Fund Q4 2025 Portfolio Manager Commentary (Mutual Fund:HRTVX)
Heartland Value Fund Q4 2025 Portfolio Manager Commentary (Mutual Fund:HRTVX)
Heartland Value Fund explains why broadening markets and low valuations point toward a sustained small-cap rebound. Review the team's complete market outlook.
Source: seekingalpha.com
After-Hours Gainers: ATOS, IBRX, FEMY, FHTX, DARE, TBPH
After-Hours Gainers: ATOS, IBRX, FEMY, FHTX, DARE, TBPH
Several biotech and healthcare stocks posted notable gains in after-hours trading on Friday, driven by regulatory developments, financing updates, and investor ...
Source: www.rttnews.com
Microsoft Research Releases OptiMind: A 20B Parameter Model that Turns Natural Language into Solver Ready Optimization Models
Microsoft Research Releases OptiMind: A 20B Parameter Model that Turns Natural Language into Solver Ready Optimization Models

Source: www.marktechpost.com
The Leela Adds Third Luxury Hotel to Pipeline Since IPO
The Leela Adds Third Luxury Hotel to Pipeline Since IPO
The Leela's push towards building clusters and circuits around its properties betrays a larger ambition - its properties are the destination.
Source: skift.com
Greek satellites capture Frigate Kimon arriving in Greece from space
Greek satellites capture Frigate Kimon arriving in Greece from space
Five Greek microsatellites now in orbit under the National Microsatellite Programme as Greece moves from planning to implementation
Source: en.protothema.gr
Iran barred from Davos: WEF says it's 'not right' for Tehran to attend; cites 'tragic loss of lives'
Iran barred from Davos: WEF says it's 'not right' for Tehran to attend; cites 'tragic loss of lives'
Middle East News: Iran’s foreign minister will skip this week’s World Economic Forum meeting in Davos, Switzerland, with organisers saying on Monday that his presence w.
Source: timesofindia.indiatimes.com
Iran tells protesters who joined riots’ to surrender within three days Ya Libnan
Iran tells protesters who joined riots’ to surrender within three days Ya Libnan

Source: yalibnan.com
Tamil Nadu Power Cut Alert: District-Wise List Of Affected Areas On January 20
Tamil Nadu Power Cut Alert: District-Wise List Of Affected Areas On January 20
Power supply will be suspended in parts of Tamil Nadu today (January 20, 2026) due to TANGEDCO maintenance. Check affected areas in Chennai, Coimbatore, Madurai, Trichy and more
Source: www.news18.com
IHG adds a new voco hotel in Bloomsbury
IHG adds a new voco hotel in Bloomsbury
If you search for London hotels at ihg.com, you will see London Bloomsbury Square Hotel is now bookable. This used to be Accor's Mercure London Bloomsbury hotel.
Source: www.headforpoints.com
Price of Russia’s pipeline gas imports to China increases by 17.1 in 2025
Price of Russia’s pipeline gas imports to China increases by 17.1 in 2025
Russia ranks first among the countries exporting this energy to China
Source: tass.com
Giants Notes: Eldridge, Schmitt, Hernandez
Giants Notes: Eldridge, Schmitt, Hernandez
Giants infielders Bryce Eldridge and Casey Schmitt are both working back from wrist surgery and each potential trade candidates.
Source: www.mlbtraderumors.com
Top Titanium Materials And Anodes Manufacturer Expands Global Industrial And Energy Applications
Top Titanium Materials And Anodes Manufacturer Expands Global Industrial And Energy Applications
Baoji Qixin Titanium Co., Ltd., a leading titanium materials and anodes manufacturer based in China, continues to strengthen its position in international
Source: agriculture.einnews.com
Iran claims internet will be fully restored by week’s end
Iran claims internet will be fully restored by week’s end
Iranian official says nationwide internet access will be restored by week’s end, ending a shutdown imposed since January 8.
Source: www.israelnationalnews.com
Power Grid Share Price Live Updates: Power Grid's Monthly Performance
Power Grid Share Price Live Updates: Power Grid's Monthly Performance
Join us on the Power Grid Stock Liveblog, your hub for real-time updates and comprehensive analysis on a prominent stock. Stay in the know with the latest information about Power Grid, including: Last traded price 256.85, Market capitalization: 239025.52, Volume: 3967299, Price-to-earnings ratio 15.72, Earnings per share 16.34. Our liveblog provides a well-rounded view of Power Grid by incorporating both fundamental and technical indicators. Be the first to receive breaking news that can impact
Source: economictimes.indiatimes.com
Q3 results today: ITC Hotels among 43 companies to report earnings on Tuesday
Q3 results today: ITC Hotels among 43 companies to report earnings on Tuesday
As many as 43 companies, including Persistent Systems and ITC Hotels, are set to announce their December quarter earnings on Tuesday. Analysts anticipate growth for Persistent Systems driven by BFSI and healthcare, while AU Small Finance Bank is expected to see improved net interest margins and robust business growth.
Source: economictimes.indiatimes.com
Dem Senator Warner admits Biden 'screwed up' the border, but claims ICE now targeting non-criminals
Dem Senator Warner admits Biden 'screwed up' the border, but claims ICE now targeting non-criminals
Sen. Mark Warner admitted the Biden administration screwed up border security while criticizing the Trump administration's ICE tactics targeting people with no criminal record.
Source: www.foxnews.com
Spacetech In 2026, Astrotalk’s Ecommerce Engine & More
Spacetech In 2026, Astrotalk’s Ecommerce Engine & More
Indian spacetech startups had a breakout 2025. Now that we have entered 2026, what’s in store for India’s cosmic ambitions?
Source: inc42.com
Odisha’s capital turned its river into a drain. Now the consequences go beyond the city
Odisha’s capital turned its river into a drain. Now the consequences go beyond the city
According to the Odisha State Pollution Control Board, the Gangua river has now turned into a drain that carries the city’s garbage and sewage.
Source: www.newslaundry.com
Can Hong Kong’s IPO market keep up the momentum in 2026?
Can Hong Kong’s IPO market keep up the momentum in 2026?
HKEX saw a rush at year's end as 13 companies listed on the exchange in the final weeks of 2025.
Source: kr-asia.com
IBM Study: AI Poised to Drive Smarter Business Growth Through 2030
IBM Study: AI Poised to Drive Smarter Business Growth Through 2030
By 2030, surveyed executives anticipate AI spend to shift from efficiency to innovation AI productivity gains projected to increase by 42 , fueling reinvestment for growth67 of respondents expect AI to eliminate resource and skills constraintsARMONK, N.Y., Jan. 19, 2026 /PRNewswire/ -- New research from the IBM (NYSE: IBM) Institute for Business Value reveals that nearly eight in ten (79 ) surveyed executives expect AI will significantly contribute to their revenue by 2030 - up from 40 today -
Source: www.manilatimes.net
EBRD finances major renewable energy project in Uzbekistan
EBRD finances major renewable energy project in Uzbekistan

Source: www.app.com.pk
What Iran’s latest Protests tell us about Power, Memory and Resistance
What Iran’s latest Protests tell us about Power, Memory and Resistance
In the recent political unrest, the IRGC used force to control, intimidate and silence protesters
Source: www.juancole.com
[2601.10995] GP-DHT: A Dual-Head Transformer with Contras-tive Learning for Predicting Gene Regulatory Rela-tionships across Species from Single-Cell Data
[2601.10995] GP-DHT: A Dual-Head Transformer with Contras-tive Learning for Predicting Gene Regulatory Rela-tionships across Species from Single-Cell Data
Gene regulatory networks (GRNs) are essential for understanding cell fate decisions and disease mechanisms, yet cross-species GRN inference from single-cell RNA-seq data remains challenging due to noise, sparsity, and cross-species distribution shifts. We propose GP-DHT (GenePair DualHeadTransformer), a cross-species single-cell GRN inference framework that models genes and cells in a heterogeneous graph with multi-level expression relations and learns structured regulatory representations via m
Source: arxiv.org
[2601.11509] Predictive autoencoder-transformer model of Cu oxidation state from EELS and XAS spectra
[2601.11509] Predictive autoencoder-transformer model of Cu oxidation state from EELS and XAS spectra
X-ray absorption spectroscopy (XAS) and electron energy-loss spectroscopy (EELS) produce detailed information about oxidation state, bonding, and coordination, making them essential for quantitative studies of redox and structure in functional materials. However, high-throughput quantitative analysis of these spectra, especially for mixed valence materials, remains challenging as diverse experimental conditions introduce noise, misalignment, broadening of the spectral features. We address this c
Source: arxiv.org
[2601.11357] Assessing Building Heat Resilience Using UAV and Street-View Imagery with Coupled Global Context Vision Transformer
[2601.11357] Assessing Building Heat Resilience Using UAV and Street-View Imagery with Coupled Global Context Vision Transformer
Climate change is intensifying human heat exposure, particularly in densely built urban centers of the Global South. Low-cost construction materials and high thermal-mass surfaces further exacerbate this risk. Yet scalable methods for assessing such heat-relevant building attributes remain scarce. We propose a machine learning framework that fuses openly available unmanned aerial vehicle (UAV) and street-view (SV) imagery via a coupled global context vision transformer (CGCViT) to learn heat-rel
Source: arxiv.org
[2601.11046] OpFML: Pipeline for ML-based Operational Forecasting
[2601.11046] OpFML: Pipeline for ML-based Operational Forecasting
Machine learning is finding its application in a multitude of areas in science and research, and Climate and Earth Sciences is no exception to this trend. Operational forecasting systems based on data-driven approaches and machine learning methods deploy models for periodic forecasting. Wildfire danger assessment using machine learning has garnered significant interest in the last decade, as conventional methods often overestimate the risk of wildfires. In this work, we present the code OpFML: O
Source: arxiv.org
[2601.10794] Metal Pipe: A Broadly-Applicable Stellar Abundance Pipeline Using Isochronal Parameters
[2601.10794] Metal Pipe: A Broadly-Applicable Stellar Abundance Pipeline Using Isochronal Parameters
Characterizing exoplanet host stars at a population level requires a method of homogeneously characterizing stellar properties across all spectral types. To this end, we have developed Metal Pipe, a new code for determining stellar parameters and abundances, which is designed for use across a wider range of spectral types than many commonly used codes. It combines the widely-used package MOOG with photometric stellar parameters, a user-supplied high-resolution spectrum, and a newly curated list
Source: arxiv.org
[2601.10743] UBiGTLoc: A Unified BiLSTM-Graph Transformer Localization Framework for IoT Sensor Networks
[2601.10743] UBiGTLoc: A Unified BiLSTM-Graph Transformer Localization Framework for IoT Sensor Networks
Sensor nodes localization in wireless Internet of Things (IoT) sensor networks is crucial for the effective operation of diverse applications, such as smart cities and smart agriculture. Existing sensor nodes localization approaches heavily rely on anchor nodes within wireless sensor networks (WSNs). Anchor nodes are sensor nodes equipped with global positioning system (GPS) receivers and thus, have known locations. These anchor nodes operate as references to localize other sensor nodes. However
Source: arxiv.org
DA in city power play with Tshwane after party lays formal complaint
DA in city power play with Tshwane after party lays formal complaint
The DA launched a city-wide petition over the prolonged power outages, collapsing infrastructure and poor response times.
Source: www.citizen.co.za
SK Bioscience launches new global R&D center in Incheon
SK Bioscience launches new global R&D center in Incheon
SEOUL, Jan. 19 (Yonhap) -- SK Bioscience Co., the biotech arm of South Korea's SK Gro...
Source: en.yna.co.kr
China Tech Boom Leaves Economic Malaise Behind
China Tech Boom Leaves Economic Malaise Behind
The new DeepSeek model has the potential to disrupt the sector again, underscoring China’s position as the main rival to US AI supremacy,
Source: www.zerohedge.com
Pay-To-Celebrate
Pay-To-Celebrate
Dem boys seh Guyana don turn celebration upside down. Is a strange thing happening now, yuh know. Long time, when somebody got birthday, dem does invite you, feed you, liquor you, and send you home with a doggy bag. Now? Now you paying to celebrate somebody else age increase. Madness with a receipt.
Source: kaieteurnewsonline.com
Nalco eyes rare earths, magnesium, chromite amid critical minerals push
Nalco eyes rare earths, magnesium, chromite amid critical minerals push
Nalco is also conducting due diligence for acquiring a stake in an operational lithium mine in Australia through Khanij Bidesh India Ltd (KABIL)
Source: www.thehindubusinessline.com
Thousands march in US to back Iranian anti-government protesters
Thousands march in US to back Iranian anti-government protesters
Thousands in the United States staged large demonstrations Sunday denouncing the Iranian government's deadly crackdown on anti-government protesters in the Islamic Republic.Several thousand people marched in Los Angeles, home to the world's largest Iranian diaspora, while several hundred others gathered in New York, AFP journalists in both cities reported. US protesters could be seen carrying signs condemning a New Holocaust, a genocide in the making, and the terror of the Iranian governme
Source: www.al-monitor.com
Introduction to Generative AI: Attention Mechanism
Introduction to Generative AI: Attention Mechanism
Explore the generative AI attention mechanism and its role in transforming complex language tasks with improved accuracy and efficiency.
Source: www.mssqltips.com
Gun Carrier Mark I
Gun Carrier Mark I
Elevate your workflow with the Gun Carrier Mark I asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store.
Source: assetstore.unity.com
DA in city power play
DA in city power play
Over 5  000 residents signed party’s petition over outages
Source: www.citizen.co.za
Nalco eyes foray into rare earths, magnesium, chromite amid critical minerals push
Nalco eyes foray into rare earths, magnesium, chromite amid critical minerals push
State-owned Nalco is exploring entry into rare earth element (REE) mining as part of its diversification beyond bauxite and alumina, with a bid advisor conducting due diligence on domestic auctions for REEs, magnesium and chromite blocks. The move aligns with Indias push to reduce import dependence and curb Chinas dominance in critical minerals used in electronics, defence, renewables and electric vehicles.
Source: economictimes.indiatimes.com
How data centres can avoid becoming the next coal mines
How data centres can avoid becoming the next coal mines
The resistance to AI will come from the social disruption it will bring and data centres will be where that backlash lands first. Investors in AI must ensure that its benefits are shared, harm is...
Source: www.eco-business.com
Limited internet briefly returns in Iran after protest blackout
Limited internet briefly returns in Iran after protest blackout
Limited internet access briefly returned in Iran before dropping again, a monitor said Sunday
Source: www.thehindu.com
Iran accused of killing 16,500 in sweeping genocide’ crackdown: report
Iran accused of killing 16,500 in sweeping genocide’ crackdown: report
The humanitarian crisis in Iran has reached catastrophic levels as security forces unleash unprecedented violence against protesters across the country.
Source: commstrader.com
Watch out for these 7 energy, electronics & power stocks on Monday: IREDA, LG Electronics, Diamond Power, PowerGrid, Diamond Power, GR Infra, Advait Energy
Watch out for these 7 energy, electronics & power stocks on Monday: IREDA, LG Electronics, Diamond Power, PowerGrid, Diamond Power, GR Infra, Advait Energy
Discover key energy and electronics stocks to watch, featuring IREDA, LG Electronics, and more, driven by major project developments.
Source: www.thehindubusinessline.com
Offline Voice Assistant On Raspberry Pi 5 That Actually Feels Alive And Still Hits Hard Limits
Offline Voice Assistant On Raspberry Pi 5 That Actually Feels Alive And Still Hits Hard Limits
Build a private, portable offline voice assistant on Raspberry Pi 5 with Whisper, Piper, and local language hosts. This guide covers hardware, software, thermal limits, and a comparison with cloud-based assistants to help you decide if offline is right for your use case.
Source: bitrebels.com
India’s EIL secures 350M contract for Africa’s biggest Dangote refinery
India’s EIL secures 350M contract for Africa’s biggest Dangote refinery
Engineers India Ltd has secured a pivotal contract exceeding USD 350 million for the extensive expansion of the Dangote Refinery and Petrochemical Complex in Nigeria. EIL is set to deliver comprehensive Project Management and EPCM consultancy services. This significant enhancement will vastly amplify the refinery's operational capacity, bolstering Nigerias stature as a vital energy center in the region.
Source: economictimes.indiatimes.com
COMMENTARY: All of the above
COMMENTARY: All of the above
Electric grid strains under rising demand and fewer coal plants.
Source: www.reviewjournal.com
Mutual fund NFOs: 4 new funds will open for subscription this week. Check details - New funds in the pipeline
Mutual fund NFOs: 4 new funds will open for subscription this week. Check details - New funds in the pipeline
Four new funds will open for subscription this week. Fund houses launch new funds to complete their bouquet of offerings. Here is a detailed break-up of upcoming NFOs (Source: ACE MF). New funds in the pipeline
Source: economictimes.indiatimes.com
Some areas in Metro Manila, Rizal to have water interruptions due maintenance works
Some areas in Metro Manila, Rizal to have water interruptions due maintenance works
MANILA, Philippines Some areas in Metro Manila and in Rizal will have water service interruptions this week due to maintenance works, according to Maynilad and Manila Water.
Source: www.manilatimes.net
Digital.Marketing Releases Comprehensive Market Research Report on Digital Marketing Performance in the Cybersecurity Industry
Digital.Marketing Releases Comprehensive Market Research Report on Digital Marketing Performance in the Cybersecurity Industry
New report delivers data-driven benchmarks on SEO, content marketing, paid media, and competitive visibility across the global cybersecurity sector
Source: www.manilatimes.net

God Is Love - 1 John 4:7-21