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
A refined statistical understanding of LLM pre-training requires the analysis of the transformer architecture for data distributions that encapsulate key characteristics of text data. To address this, we propose a text data distribution based on an extension of the log-bilinear language model from the natural language processing literature. For this data generating process, we derive generalization bounds for deep transformer architectures, highlighting the dependence on the network architecture Source: arxiv.org
Diffusion Transformers (DiTs) have become the dominant architecture for image and video generation, creating growing demand for efficient DiT serving. Existing systems assign each request a fixed parallel configuration throughout its lifetime. However, DiT workloads exhibit substantial heterogeneity across requests, execution stages, and system conditions, making static parallelism inefficient and often leading to poor GPU utilization and degraded service quality. This paper argues that DiT se Source: arxiv.org
Building patient-specific cardiac models sits at the heart of precision cardiology, yet getting those models into clinical use keeps running into the same wall: mesh generation is slow, messy, and frustrating. The standard workflow -- segmenting the image, running Marching Cubes, and then manually cleaning up the result -- is time-consuming, inconsistent across operators, and demands specialist knowledge most clinical teams do not have. We take a fundamentally different approach. Instead of trea Source: arxiv.org
Action-conditioned world models let an autonomous vehicle predict future camera scenes from its own planned controls, enabling planning and simulation without real-world rollouts, but at compact, trainable scale the futures are ambiguous and the field's standard distortion metrics actively mislead: they reward a blurry regression mean over a realistic prediction. We confront this with a compact latent world model that, given the present front-camera latent and a sequence of ego-actions, predicts Source: arxiv.org
Accurate prediction of solubility remains a central challenge across materials science and sustainable chemistry. In particular due to emerging technologies like organic and hybrid photovoltaics, batteries, and catalysis, solvent usage is expected to increase significantly within the coming years. Therefore, substituting solvents with greener alternatives is vital. This is where machine learning can have substantial impact. However, the limited data on critical parameters of solubility significa Source: arxiv.org
This paper develops an Operator Learning framework for approximating the dynamic response of synchronous generators. The framework can be used to (i) build a neural network-based generator model that interacts with a power grid simulator or (ii) shadow the true generator's transient response. First, we develop a data-driven Deep Operator Network (DeepONet) to approximate the infinite-dimensional solution operator of the generators. Then, we design a numerical scheme based on DeepONet that simula Source: arxiv.org
No model of the Korean transmission system at native resolution is publicly available, which makes reproducible research on one of the world's most distinctive grids difficult-an islanded interconnection with extreme separation between generation and the Seoul Metropolitan Area load center, low renewable penetration, and heavy reliance on extra-high-voltage (EHV) transmission. Working strictly from public data, and for research purposes only, we present the GIST 2064-bus test system, a geographi Source: arxiv.org
The extraction of structured clinical information from unstructured EHR notes is a persistent bottleneck in healthcare informatics. While large language models (LLMs) offer high performance, their deployment in clinical settings is hindered by privacy risks, inference costs, and the tendency to hallucinate beyond textual evidence. We address these challenges for the CL4Health 2026 Case Report Form (CRF) filling task by proposing a fully local, domain-adapted pipeline using the MedGemma-27B model Source: arxiv.org
Molecular dynamics (MD) is the canonical in-silico method for atomistic molecular science, simulating molecular behavior from first-principle physics. Designing an MD pipeline for a new system requires substantial expert knowledge: running it on even one molecule is expensive, ruling out trial-and-error. We automate this expert pipeline-design process with an LLM agent. Unlike existing MD agents that orchestrate a predefined tool set, we treat pipeline design as open-ended code generation in whi Source: arxiv.org
Semantic region editing for large images must satisfy two requirements at the same time: high generative quality and natural integration with surrounding content. Some related methods rely on white-box models and leave the strong generation capability of closed-source models underexplored. Directly applying closed-source models to tiled editing, however, introduces several failure modes: semantic deformation, canvas-level alignment drift, and visible seam artifacts. This paper presents SeamEdit, Source: arxiv.org
Deep learning-based machine listening is broadening the scope of industrial acoustic analysis, yet its widespread implementation on live shop floors is hindered by the reliance on large, task-specific annotated datasets for every new task. While emerging general-purpose sound foundation models aim to alleviate data dependency, they reveal critical dilemmas in practice. General-purpose sound foundation models are computationally expensive and fail in industrial scenarios characterized by tonal ha Source: arxiv.org
Partial-to-full registration remains challenging due to varying overlap ratios, fluctuating point densities, and the presence of noise. While transformers have shown strong potential for point cloud processing, prior methods typically confine them to global context aggregation, overlooking fine-grained local geometry crucial for accurate correspondence. We propose emph{GAPR-Net}, a learning-based point cloud registration framework with a coarse-to-fine architecture that combines convolution and Source: arxiv.org
Spiking neural networks (SNNs) are promising for energy-efficient inference, and time-to-first-spike (TTFS) coding is especially attractive because each neuron fires at most once. In practice, however, this benefit is often reduced by the cost of computing a temporal decay term and multiplying it by the synaptic weight. We address this issue by turning a physical hardware bug, the natural signal decay in optoelectronic devices, into the main computation of TTFS, named Otters++. Specifically, w Source: arxiv.org
Whole-body mobile manipulation requires coordinating mobile base and manipulator under shifting viewpoints, posing challenges in geometric perception and action generation. Current policies either rely on 2D features or sparse 3D representations that lack dense spatial structure, and typically encode arm and base within one action vector that ignores their distinct control demands. Moreover, existing dense fusion strategies risk corrupting pretrained representations under noisy depth while incur Source: arxiv.org
Weight-space geometry plays a central role in neural network optimization, yet manifold constraints are often applied uniformly across all weight matrices. In this work, we ask whether different transformer modules prefer different manifold geometries. We study Manifold Muon for GPT-2 pretraining and compare layer-wise assignments of Stiefel and DGram constraints across attention and MLP blocks. Our results show a clear asymmetry: constraining attention layers with Stiefel geometry while assigni Source: arxiv.org
Today's top gainers were led by Australia-based Gelteq, which develops a novel ingestible gel-based drug delivery platform; Adial Pharmaceuticals, which announc... Source: www.rttnews.com
The S&P BSE Sensex surged 873.88 points, or 1.18 , to 74,706.43 in early trade, while the NSE Nifty50 climbed 236.40 points, or 1.02 , to 23,398.00. Source: www.indiatoday.in
The Pirates are bringing up a flame throwing pitching prospect to help their scuffling bullpen. Click over to find out more. Source: www.mlbtraderumors.com
A multilingual benchmark of 1,886 vaccine-related questions found that large language models answered most items accurately across English, Spanish, and Chinese. However, performance varied by vaccine type, language, and prompting method, with persistent errors in dosing, contraindications, age eligibility, and other clinically sensitive guidance. Source: www.news-medical.net
Mayor Nasiphi Moya says true success means fewer household outages, not just new infrastructure, as Region 4 fuels city revenue. Source: www.citizen.co.za
Stay informed with the Power Grid Stock Liveblog, your comprehensive resource for real-time updates and in-depth analysis of a leading stock. Get the latest details on Power Grid, including: Last traded price 285.2, Market capitalization: 266229.78, Volume: 829809, Price-to-earnings ratio 16.71, Earnings per share 17.13. Our liveblog combines fundamental and technical insights to provide a holistic view of Power Grid's performance. Stay ahead of the market with breaking news that can influence P Source: economictimes.indiatimes.com
X Square Robot open-sources XRZero-G0, a robot-free data collection framework that cuts real-robot training data needs by up to 20x. Source: www.helpnetsecurity.com
the primary industrial blueprint rather than treating it as a retroactive luxury. The numbers emanating from the Aghdam Industrial Park speak to a broader macroeconomic success story. Ranking as the second largest industrial park in the country by resident count, it reflects immense investor confidence. With over 172 million manat already injected into various projects and hundreds of jobs created, the park is rapidly reversing the demographic displacement of the past. Source: www.azernews.az
Transformer-based models have emerged as leading paradigms in time-series forecasting in recent years, employing self-attention mechanisms to capture long-range dependencies. Despite their success, these single-stage forecasting architectures exhibit persistent systematic residual biases arising from structural discrepancies, unmodeled stochastic components, or inadequate multi-scale temporal representations. This limitation persists when residuals are treated as irreducible noise, precluding ad Source: arxiv.org
Today (June 9) , Peak Power, a leading North American battery energy storage development and energy optimization software company, announced the appointment of Doran Hole and Benjamin Baker to it. . . Source: globalrenewablenews.com
Snapshot Broadband Filter Array (BFA) imaging provides high light throughput for spectral reconstruction but introduces severe spectral aliasing due to complex modulation. Current deep learning approaches, limited to spatial denoising, often fail to address the global frequency-specific degradations caused by the mask structure. To address this, we propose a Physics-embedded Frequency-aware Transformer (PF-Trans) for high-fidelity remote sensing spectral reconstruction. Our method explicitly int Source: arxiv.org
Blood pressure (BP) is a key marker for cardiovascular risk assessment and therapeutic decision-making, and Photoplethysmography (PPG) enables low-cost, wearable-friendly cuffless BP estimation. However, even with recent progress, many PPG-based models are trained with BP regression alone and may rely on amplitude-dominated shortcuts. In addition, demographic covariates that systematically modulate vascular compliance are often incorporated only via late fusion, limiting subject-specific represe Source: arxiv.org
Fervo Energy (Nasdaq: FRVO), the global pioneer of next-generation geothermal energy, today (June 10) announced the promotion of Sarah Jewett to Chief Operating Officer (COO). With the appointmen. . . Source: globalrenewablenews.com
Recently, Jinko ESS, a leading global energy storage company and a subsidiary of JinkoSolar Co., Ltd., completed the delivery of 722MWh energy storage system equipment for a large-scale rene. . . Source: globalrenewablenews.com
Image steganalysis, the detection of hidden information embedded in digital images, is a core component of modern cybersecurity and digital forensics. Recent residual Transformer architectures, such as the Pixel-Difference-Convolution and Enhanced-Transformer-Network (PENet) [1], achieve strong detection accuracy, but their computational and memory demands hinder deployment in resource-constrained settings. We present PENet+, a lightweight steganalysis framework that preserves PENet's discrimina Source: arxiv.org
During the training of large Transformer models, attention masks regulate the scope and direction of information flow across a sequence. Numerous mask variants exist, and operators such as FlexAttention already support arbitrary attention masks. Nevertheless, a systematic formal analysis of the information-flow structure induced by arbitrary masks has been missing. This paper develops a complete theoretical framework. We prove that, with sufficient depth, the information flow of a multi-layer Tr Source: arxiv.org
Metal additive manufacturing enables the fabrication of complex parts, but achieving consistent build quality remains challenging due to interactions induced by repeated layer-wise melting, solidification, and reheating across the 3D build. Advanced sensing provide a great opportunity to collect rich observations of the actual manufacturing process for real-time quality monitoring and control. Yet, existing methods often have limited ability to represent multi-layer interactions and quantify the Source: arxiv.org
Pre-mediation, the preparatory phase preceding direct human negotiation, plays a critical role in achieving mutually beneficial agreements, yet is often omitted due to cost, time, and limited access to trained mediators. We introduce an automated mediator for human negotiation, implemented as a structured pipeline of LLM modules, that supports pre-mediation in integrative negotiation settings. The pipeline decomposes preparation into specialized modules for dialogue, preference prediction, respo Source: arxiv.org
Software vulnerability detection is increasingly important as modern applications combine multiple programming languages. This paper presents an early comparative evaluation of BERT, RoBERTa, and CodeBERT for binary vulnerability detection across HTML, Python, JavaScript, and PHP using the CVEFixes dataset and language-wise three-fold stratified cross-validation. The results show clear performance differences across languages, indicating that multilingual vulnerability detection requires more la Source: arxiv.org
Indian stock markets experienced a downturn on Thursday, with Sensex and Nifty both declining by 0.6 . Renewed Middle East tensions and the closure of the Strait of Hormuz led to a spike in oil prices, unsettling investors. Major indices and broader markets saw losses, with IT and Auto sectors leading the decline. Source: economictimes.indiatimes.com
The S&P BSE Sensex fell 263.34 points, or 0.36 , to 73,719.84 in early trade, while the NSE Nifty50 dropped 70.70 points, or 0.30 , to 23,144.25 as of 9:24 am. Source: www.indiatoday.in
MiDO Academy says focusing on potential rather than elite credentials could help address both the cybersecurity skills gap and youth unemployment. Source: www.citizen.co.za
Today's top biotech gainers include Parabilis, following a strong debut on its first day of trading; Shoulder Innovations, which recently issued a rosy outlook ... Source: www.rttnews.com
IIT Bhubaneswar’s Nano Semic develops ArsenSafe, a portable rGO-based device for rapid, accurate arsenic detection in drinking water, field-tested in Odisha. Source: health.economictimes.indiatimes.com
Welcome to the Power Grid Stock Liveblog, your go-to platform for real-time updates and analysis on a top-performing stock. Stay ahead of the market with our in-depth coverage of Power Grid, including: Last traded price 288.1, Market capitalization: 267671.38, Volume: 2965883, Price-to-earnings ratio 16.81, Earnings per share 17.13. Get a complete picture of Power Grid's performance through our comprehensive blend of fundamental and technical indicators. Stay informed about breaking news that ca Source: economictimes.indiatimes.com
Everest Medicines today announced that it has entered into an exclusive licensing agreement with Jiangsu Vcare PharmaTech Co., Ltd. ( Vcare ), for ... Source: en.antaranews.com
**media[1094500]**CAMBRIDGE, Mass., ROTTERDAM, Netherlands and SHANGHAI, June 11, 2026 /PRNewswire/ -- Harbour BioMed (the 'Company'; HKEX: 02142), a global biopharmaceutical company committed to the discovery and development of novel antibody therapeutics in immunology, oncology and other disease areas, today announced the appointment of Dr. Luisa Salter-Cid as Scientific Advisor. Dr. Salter-Cid brings over 20 years of outstanding leadership experience in the biotech and pharmaceutical industr Source: www.manilatimes.net
Disney (DIS) stock analysis: why consumer stress, inflation, and slow revenue growth keep a Hold rating despite attractive valuation. See here for more details. Source: seekingalpha.com
The Dora Police Academy, which is under construction along the Soesdyke Linden Highway, will soon see the government through the Ministry of Home Affairs spen... Source: kaieteurnewsonline.com
In time series forecasting, covariates represent external factors that influence target variables. Some covariates are observable only in the past (observed covariates, such as recorded weather data), while others are known in advance (known covariates, such as calendar events or discount schedules). Although covariates have the potential to enhance forecasting performance, most deep learning-based forecasting models struggle to address the length discrepancy between variables caused by the futu Source: arxiv.org
Electroencephalography (EEG) is a widely adopted technique for monitoring brain activity, offering valuable insights into neurological states due to its high temporal resolution and cost-effectiveness. To enhance the analysis of complex EEG data, we propose EEG-TransNet, an architecture designed to capture temporal, regional, and synchronous features of EEG signals. EEG-TransNet introduces three key modules: 1) a preprocessing and feature extraction module leveraging ResNet and wavelet-based den Source: arxiv.org
Neural population activity models can recover rich temporal structure from binned spikes, but their read-in and readout layers often remain tied to a fixed set of recorded neurons. This coupling limits reuse in long-term brain-computer interfaces, where recorded neuron identities, counts, and response statistics can change across days. We introduce GRAFT, a Transformer-based neural population activity model that separates reusable temporal dynamics from a recalibratable neuron interface. The neu Source: arxiv.org
Highlights Zelestra and Meta sign a new long-term Power Purchase Agreement (PPA) for the 180 MWdc Palmera Solar Plant in Texas. Construction is also now underway at the 176 MWdc Skull Creek . . . Source: globalrenewablenews.com
Tetra Tech, Inc. (NASDAQ: TTEK), a leading provider of high-end solutions in water, environment, and sustainable infrastructure, announced today (June 9) that Tetra Tech was selected as lead de. . . Source: globalrenewablenews.com
NEW DELHI: Launching the land port management system (LPMS) an integrated platform that will enable end-to-end digital workflows for cargo processing and passenger movement across all land ports here on Tuesday, home minister Amit Shah said it would help reduce paperwork by 90 , cut waiting times for cargo trucks by 22-35 and constrict gate processing time by 40-60 . Source: timesofindia.indiatimes.com
Meta has partnered with Reliance Industries to build its first AI-enabled data centre in India at Jamnagar. The project expands Meta's AI infrastructure while tying the facility to renewable power and desalinated seawater cooling. Source: www.indiatoday.in
Anthropic, maker of the Claude artificial intelligence (AI) models, made the most powerful version of its technology available to the general public Source: www.thehindu.com
If one has to compare the tenures of the two prime ministers one must credit Nehru with laying the foundations on which Modi is building a grand edifice, asserts Colonel Anil A Athale (retd). Source: www.rediff.com
OpenCV 5 open-source computer vision library has recently been released with a brand-new DNN (Deep Neural Network) engine that provides better ONNX Source: www.cnx-software.com
SHANGHAI, June 10, 2026 /PRNewswire/ -- Recently, Jinko ESS, a leading global energy storage company and a subsidiary of JinkoSolar Co., Ltd., completed the delivery of 722MWh energy storage system equipment for a large-scale renewable energy base project in India. The project adopts 144 sets of Jinko SunTera G2 liquid-cooling energy storage systems, providing reliable storage support for high-proportion renewable energy grid integration, clean energy dispatch, grid stability, and peak load mana Source: www.manilatimes.net
With less than a month before the Alberta government hopes to present a pipeline proposal to Ottawa, the B.C. government says it's being left out of the discussions. Source: globalnews.ca
Map a University and Science Park of the Philippines, Inc formalize a partnership to launch an undergraduate practical learning program. (Bottom row, L-R) Map a University President and CEO Dr. Dodjie S. Maestrecampo and Science Park President and CEO Richard Albert I. Osmond. (Top row, L-R) Map a University AVP and Head of idCALL Engr. Rosette Eira E. [ ] Source: sciencepark.com.ph
India's equity markets are poised for a busy period with over 6.3 billion in offerings expected in two months. This surge follows a subdued first half, with companies like Zepto and National Stock Exchange filing for IPOs. Despite concerns about supply overhang from expiring lock-up periods, market participants anticipate strong demand. Source: economictimes.indiatimes.com
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 288.4, Market capitalization: 266973.83, Volume: 2281802, Price-to-earnings ratio 16.76, Earnings per share 17.13. 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 P Source: economictimes.indiatimes.com
Meta and Reliance Industries today announced a significant expansion of our strategic partnership with an agreement for an AI-enabled data center in India. Source: about.fb.com
**media[1092679]**BOSTON and SHENZHEN, China, June 10, 2026 /PRNewswire/ -- XtalPi (2228.HK), a leading platform in artificial intelligence (AI) and robotics-driven drug discovery, today announced a strategic partnership with a prominent international biopharmaceutical company. The collaboration focuses on developing a best-in-class small molecule against a G protein-coupled receptor (GPCR). This agreement builds upon a rigorous and successful pilot phase, where XtalPi's integrated quantum physi Source: www.manilatimes.net
Red error highlights on valid Rust code can erode trust in an IDE. JetBrains explains why it happens in RustRover and how it's addressing the issue. Source: www.neowin.net
ChatGPT creator OpenAI became the third major artificial intelligence developer to confidentially file for a public listing Monday, joining rivals in an IPO pipeline now worth some 3.6 trillion. Source: timesofindia.indiatimes.com
As Peruvians prepare to head to the polls for a pivotal presidential runoff on June 7, the atmosphere across the nation is thick with a mixture of exhaustion Source: commstrader.com
Riyadh Mubasher: OHL Arabia, a subsidiary of global infrastructure group OHLA, and Hassan Allam Construction Saudi Limited Company secured a contract award from Saudi Arabia Railways (SAR) to execute the construction works for the Dammam 2nd Source: english.mubasher.info
Major hotel chains are expanding in India, anticipating a robust local travel boom despite broader economic challenges. Source: www.thehindubusinessline.com
The EU’s top diplomat, Kaja Kallas, heads to Dublin today with awkward questions for Ireland. The country is facing increased scrutiny over the fact that a Ru... Source: www.politico.eu
Vision Transformers (ViTs) have recently achieved strong results in semantic segmentation, yet their deployment on resource-constrained devices remains limited due to their high memory footprint and computational cost. Quantization offers an effective strategy to improve efficiency, but ViT-based segmentation models are notoriously fragile under low precision, as quantization errors accumulate across deep encoder-decoder pipelines. We introduce I-Segmenter, the first fully integer-only ViT segme Source: arxiv.org
Concerns about rising electricity bills and overtaxed grids have dominated the national data center conversation, but Mississippi is showing that they can actually strengthen grid reliability and help. . . Source: globalrenewablenews.com
The attention mechanism is the dominant computational bottleneck in modern transformer-based AI. Its standard implementation incurs quadratic memory traffic in the sequence length n , and DRAM accesses cost 100--1000 times more energy than arithmetic operations on contemporary hardware, so any analysis focused solely on FLOP counts fundamentally mischaracterises the bottleneck. We present a Mathematics of Arrays (MoA) reformulation of scaled dot-product attention and its numerically stable Source: arxiv.org
Copenhagen Infrastructure Partners (CIP), on behalf of Copenhagen Infrastructure IV (CI IV), has agreed to divest minority stakes in the Devilla battery storage project to the Scottish National In. . . Source: globalrenewablenews.com
A scientific hypothesis is the first step in research and undergoes experimental validation, yet it also reflects a deep understanding of and reasoning about scientific phenomena. We introduce DN-Hypo-Pipeline, an AI-powered workflow based on large language models, designed to support structured scientific thinking and hypothesis generation by leveraging scientific explanations as prior knowledge. This pipeline assists researchers in deriving novel hypotheses from existing literature. Given the Source: arxiv.org
The analysis of internet memes in the Nepali language is complicated by frequent code-mixing and a lack of established baseline resources. While memes inherently combine visual and textual elements, this study focuses on a text-centric approach by extracting embedded text using an OCR layer and modeling it with Transformer-based architectures. We evaluate six distinct models and investigate the comparative effectiveness of Hard and Soft Voting ensemble strategies across two tasks: binary hate sp Source: arxiv.org
Customer churn prediction is essential across data-driven industries such as insurance, digital banking, eCommerce, and subscription platforms, where retaining existing customers is typically more cost-effective than acquiring new ones. Predicting churn on structured datasets remains challenging due to class imbalance, nonlinear feature interactions, and heterogeneous feature types. Tree-based ensemble methods consistently demonstrate strong performance in these contexts, often outperforming con Source: arxiv.org
The Edison Electric Institute (EEI) has announced the winners of its Supplier Engagement Awards, which were presented during the 42nd Annual Supplier Engagement Conference in Philadelphia. The awa. . . Source: globalrenewablenews.com
We formulate data propagation through the Transformer, the machine learning architecture powering large language models, as a nonlinear control system on the space of probability measures. For the mean-field Transformer model with self-attention and affine feed-forward layers, we prove that Gaussian distributions remain exactly Gaussian along the induced flow. This invariance reduces the infinite-dimensional measure dynamics to a finite-dimensional bilinear control system governing the evolution Source: arxiv.org
This paper presents our system description for the 2nd Workshop on Multimodal Augmented Generation via MultimodAl Retrieval (MAGMaR). Addressing the critical challenges of cross-lingual long-video comprehension, strict persona adherence, and zero-hallucination temporal grounding, we propose a fully training-free, two-stage cascaded Video RAG pipeline. Our architecture strategically decouples semantic retrieval from cognitive logical reasoning through a modality-aware division of labor. In the fi Source: arxiv.org
Agentic AI tools offer a promising path to automating software development bottlenecks in scientific research pipelines, particularly for stages that take domain experts days to months to build, where scientists care about correctness and robustness, not implementation details. We present an empirical study of general-purpose coding agents on a fly optogenetics data-to-discovery pipeline. We assess agents on tasks substantially larger than existing benchmarks, datasets orders of magnitude bigger Source: arxiv.org
Passive long-wave infrared (LWIR) hyperspectral imaging under a standoff geometry depends on atmospheric absorption and emission, as well as reflected radiance, thus making atmospheric compensation essential to get knowledge of a target of interest. Despite its importance, this compensation has been largely overlooked due to its practical and modeling difficulty. In this paper, we present a lightweight set-based deep learning framework that takes multiple radiance measurements, collected at diff Source: arxiv.org
Air pollution represents one of the most critical environmental and public health challenges globally, with traditional sensor-based monitoring systems facing significant scalability and economic constraints. Image-based air quality estimation has emerged as a promising alternative, leveraging the visual characteristics of atmospheric pollutants in traffic scenes. However, existing methods suffer from limited cross-city generalization and inadequate exploitation of multi-view perspectives. We pr Source: arxiv.org
Motivation: Transformer-based models are increasingly applied to large-scale single-cell transcriptomics, showing strong performance through self-supervised learning on millions of cells. However, most existing approaches treat genes as independent features, and largely ignore prior biological knowledge, which limits interpretability and robustness. In this paper, we explore whether explicitly incorporating gene regulatory information can improve both model performance and biological insight. Re Source: arxiv.org
Fundamental investigations into how different molecular encoding methods affect molecular property prediction remain relatively limited. In this study, we extensively examined the optimal molecular encoding methods for molecular properties prediction using two prevalent structure designs: a classical neural network model (MLP) and a Transformer encoder-based model (MLP+TL). For molecular encoding methods, we investigated several types of fingerprints, including traditional topological fingerprin Source: arxiv.org
The United States has approved an initial US 8 million disaster relief package for the Federated States of Micronesia following the devastation caused by the super typhoon in April. Source: www.rnz.co.nz
Elevate your workflow with the Zombie Mutant 04 asset from buxoided. Find this & other Creatures options on the Unity Asset Store. Source: assetstore.unity.com
DayOne Data Centers Limited ( DayOne ), a Singapore-headquartered global digital infrastructure platform, today announced that it has signed ... Source: en.antaranews.com
TClaude Outage Data Leak Fears, Microsoft GitHub Worm, IBM Hack Allegations, Meta AI Instagram Takeovers, and Canada’s Bill C-8 David Shipley reports that Anthropic’s Claude suffered a roughly two-hour outage affecting models including Opus, during which a user alleged receiving Read more Source: www.itsecuritynews.info
The upcoming film HOPE has confirmed its premiere date. HOPE follows Bum Seok (Hwang Jung Min), the chief of a police substation in Hopo Port, a village located near the Demilitarized Zone (DMZ). After local youths report a tiger sighting, Bum Seok and the entire village, including a young hunter named Sung Ki (Zo In Sung), are thrown into a state of emergency as they find themselves facing an unimaginable reality. The film is helmed by director Na Hong Jin, who received rave review Source: www.soompi.com
WWDC 2026 kicks off June 8 but don't hold your breath for new Apple hardware. From HomePod mini to Mac shortages, here's the real 2026 product picture. Source: memeburn.com
Transformer-based networks have emerged as prominent AI models with state-of-the-art performance, which potentially pave the way toward artificial general intelligence (AGI). However, their large sizes still hinder their efficient implementation, thus highlighting the need for alternate solutions to enable their energy-efficient acceleration. Recently, state-of-the-art works propose photonic transformer accelerators (PTAs) with significant speedup and energy efficiency improvements over the conv Source: arxiv.org
We introduce a sequence-conditioned critic for Soft Actor-Critic (SAC) that models trajectory context with a lightweight Transformer and trains on aggregated N -step targets. Unlike prior approaches that (i) score state-action pairs in isolation or (ii) rely on actor-side action chunking to handle long horizons, our method strengthens the critic itself by conditioning on short trajectory segments and integrating multi-step returns -- without importance sampling (IS). The resulting sequence-awar Source: arxiv.org
Modern software development relies on CI/CD pipelines to automate testing, building, and deployment operations. Configuring DevOps pipelines is challenging and time-consuming, as developers must understand platform-specific syntax and manually create configuration files. This complexity can lead to configuration errors and reduced productivity, especially for developers with limited DevOps experience. This paper introduces the AutoPipelineAI system, which generates CI/CD pipeline configurations Source: arxiv.org
Cloud-based coordination of multi-agent systems requires sharing state with a central server, creating a conflict between coordination and privacy. Fully homomorphic encryption (FHE) resolves this in principle, but its severe arithmetic constraints demand that every stage of the control loop be redesigned from first principles. We present an end-to-end encrypted control pipeline in which sensing, state estimation, state propagation, and consensus control all operate on CKKS-encrypted data using Source: arxiv.org
We introduce scale-selective Proper Orthogonal Decomposition (POD) for transformer attention fields, inspired by the use of POD for extracting energetically dominant modes from turbulent flow ensembles. The Morlet continuous wavelet transform identifies dominant temporal scales in the attention lag structure across a document ensemble; POD then extracts the energetically dominant modes at each scale from the ensemble of attention fields. The resulting modes reveal layer-dependent scale organisat Source: arxiv.org
Accurate monitoring of forest disturbances is essential for understanding carbon dynamics and land management, yet traditional approaches typically rely on pixel-wise analysis of satellite time-series, ignoring spatial context. We present a deep learning framework that maps 38 years (1984-2022) of forest disturbance across the contiguous United States by modeling temporal trajectories and spatial neighborhoods simultaneously. By leveraging a vision transformer architecture, our approach effectiv Source: arxiv.org
Diagnosing 802.11 packet captures requires expert protocol knowledge, is slow, inconsistent across engineers, and unscalable. LLM-based approaches sound plausible but fabricate protocol events absent from captures (especially truncated traces), produce uncalibrated confidence scores, and suffer evaluation bias when golden references are co-produced by the model under test. We introduce PROBE (Protocol Reasoning Over evidence-Based Ensembles), a multi-stage pipeline addressing all three failures. Source: arxiv.org
Power grids are facing major challenges from growing renewable integration and worsening climate impacts. While flexibility on both the demand and generation sides has been widely explored to address these challenges, network-side flexibility, especially in network topology, remains highly underutilized. Advances in communication, power electronics, and circuit breakers have made network topology increasingly controllable. However, leveraging this topological flexibility poses substantial challe Source: arxiv.org
Government agencies were scrambling to assess damages and verify casualties Monday in the hours after a major 7.8 magnitude earthquake. Source: www.upi.com
The volatile rhythm of the Middle East recently offered a fleeting glimpse of hope, only for the familiar sounds of sirens and explosions to shatter the Source: commstrader.com
PANCHKULA: A chilling hit-and-run in Pinjore has triggered outrage after a 48-year-old security guard was allegedly picked up by the occupants of the vehicle that struck him - only to be dumped by the roadside after he died. Source: timesofindia.indiatimes.com
Microsoft used Build 2026 to launch seven in-house MAI models, new Cobalt 200 silicon and the Majorana 2 quantum chip, a clear move to depend less on OpenAI. Source: www.forbes.com
Stay up-to-date with the Power Grid Stock Liveblog, your comprehensive source for real-time updates and detailed analysis on a prominent stock. Explore the latest information on Power Grid, including: Last traded price 289.1, Market capitalization: 268089.91, Volume: 2250658, Price-to-earnings ratio 16.83, Earnings per share 17.13. Our liveblog provides a comprehensive overview of Power Grid by integrating fundamental and technical indicators. Stay informed about breaking news that can impact Po Source: economictimes.indiatimes.com
The global economy is being quietly rewired from the ground up, and the action is happening inside a new generation of warehouses that bear almost no resemblance to the storage facilities of a decade ... Source: www.insidermonkey.com
One of the biggest surges is expected at half-time, as hundreds of thousands of viewers leave their couches and switch on their kettles all at once. Source: www.japantimes.co.jp
OpenAI is integrating Codex into ChatGPT with 6 role-specific business plugins, 5M weekly users, and 400 growth in 2026. Here's what workplace AI looks like now. Source: memeburn.com
NuScale Power lacks commercial reactors and meaningful revenues, with Q1 2026 revenue at just 600K versus a 5B market cap. Read why SMR stock is a Hold. Source: seekingalpha.com
As governments around the world pour hundreds of billions of dollars into smart city projects, next-generation transportation networks, digital infrastructure, and climate-resilient urban development, ... Source: www.insidermonkey.com
Analysts have upgraded earnings estimates for a majority of NSE 500 companies following better-than-expected profit growth in the March 2026 quarter. This surge in upgrades, particularly for sectors like banking, capital goods, and healthcare, is driven by strong performance and favorable market conditions. The quantum of earnings revisions also saw a significant increase, with many companies receiving substantial upward adjustments. Source: economictimes.indiatimes.com
Backup supplies from SOCAR are giving Egypt and Jordan alternatives when Israeli gas exports are disrupted, while keeping Israel linked to regional customers that may avoid direct purchases. Source: www.jpost.com
I remember seeing various charts and graphs in school about the end of oil. Those charts concerned Middle Eastern states. Petroleum is perhaps stil... Source: www.koreatimes.co.kr
The artificial intelligence that holds the public’s attention writes essays, answers questions and holds a conversation. The artificial intelligence that is changing what scientists can actually do tends to be narrower, quieter and far less talkative. It reads charred scrolls no one can physically open, ranks a million galaxies to pull out the rare ones, [ ] Source: spacedaily.com
MANILA, Philippines Some places in Metro Manila, Rizal and Cavite will have water interruptions this week because of maintenance work, Manila Water Company Inc. and Maynilad Water Services Inc. said on Sunday. Source: www.manilatimes.net
Hong Kong is accelerating its transformation into a smart maritime hub with the rollout of its Port Community System (PCS), a digital platform designed to strea... Source: www.dimsumdaily.hk
Lessons look a little different at some universities and technical colleges around Russia this year, as the Kremlin tries to entice students to enlist in the military to cover massive casualties in Ukraine. Source: www.abc.net.au
MANILA, Philippines Some parts of Metro Manila, Batangas, Bulacan, Cavite, and Laguna will have power interruptions this week due to maintenance works, Meralco said on Sunday. Source: www.manilatimes.net
Household budgets are set to see another increase as domestic cooking gas prices have been raised by Rs 29 per cylinder, marking the second revision in three months as global energy costs continue to soar. Source: timesofindia.indiatimes.com
From storage and power gear to handy worksite accessories, these Milwaukee tools will upgrade your garage in 2026 with superior quality and performance. Source: www.slashgear.com
The latest Quad Foreign Ministers’ Meeting in New Delhi offered an important glimpse into how the Indo-Pacific region is being strategically reimag... Source: www.koreatimes.co.kr
Soaring jet fuel prices due to Middle East conflict are pushing budget airlines towards bankruptcy and industry consolidation, according to the head of the global airline body. Slow aircraft and engine deliveries are exacerbating these financial strains. Despite challenges, the low-cost model remains viable outside the U.S., and the industry is committed to its net-zero by 2050 target. Source: economictimes.indiatimes.com
Elevate your workflow with the Doctors and Patients - Medical NPC Characters asset from Mixall. Find this & other Humanoids options on the Unity Asset Store. Source: assetstore.unity.com
A study by an education analytics publisher has found that the United States and China dominate the world's billionaire education pipeline, accounting for more than half of all universities attended by billionaires. Source: e.vnexpress.net
A 10,000 position in the Tema Electrification ETF (NASDAQ:VOLT) on the last trading day of 2025 was worth about 13,750 at the close on June 4, 2026. The same 10,000 dropped into the S&P 500 on the same morning, via the SPDR S&P 500 ETF Trust (NYSEARCA:SPY), was worth about 11,100. VOLT is up about ... 10,000 in VOLT Became 13,750 in Six Months While the S&P 500 Limped to 11,100 Source: finance.yahoo.com
Elevate your workflow with the Spaceship Vindicator Fighter asset from MSGDI. Find this & other Space options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the Spaceship Sundown Fighter asset from MSGDI. Find this & other Space options on the Unity Asset Store. Source: assetstore.unity.com
Elevate your workflow with the Spaceship Ripper Torpedo Frigate asset from MSGDI. Find this & other Space options on the Unity Asset Store. Source: assetstore.unity.com
Malaysia Airports Holdings Berhad (MAHB) plans to invest about 11 billion MYR (over US 2.7 billion) over the next five years to expand capacity and upgrade infrastructure across its airport network nationwide. Source: e.vnexpress.net
A viral post by a laid-off IIT graduate has reignited India's doctor-versus-engineer debate. But comparing MBBS and BTech and the resulting careers is more complicated than salaries and job security. From NEET competition and decade-long medical training to earlier earnings and flexibility in engineering, the professions operate on completely different timelines. Source: www.indiatoday.in
Discover how Gujarat is shaping India's copper self-reliance amidst global supply chain challenges and rising domestic demand. Source: www.thehindubusinessline.com
The U.S. has approved a 1.5 billion sale of five Seahawk helicopters to New Zealand, a move supporting the nation's plan to nearly double military spending. This initiative aims to bolster defense capabilities amid a shifting global strategic landscape and China's military rise, enhancing security for critical infrastructure and homeland defense. Source: economictimes.indiatimes.com
Maruti Suzuki has reclaimed substantial market share in the Indian automotive sector after six years, driven by a surge in small car and SUV sales amid challenging market conditions. The carmaker's strategic capacity expansions signal a strong recovery and potential for continued growth in FY26. Source: auto.economictimes.indiatimes.com
Nara Lokesh highlighted Andhra Pradesh’s ports and coastline as a gateway to Arctic trade routes and discussed new aluminium investments with RUSAL. Source: www.thehindubusinessline.com
A new US bill seeks major H-1B visa reforms, including ending the green card pathway, shortening visa terms and scrapping the OPT programme. Source: www.thehindubusinessline.com
When I built a unified CLI for developers and pipelines, I was solving a DevEx problem. It turned out the interface had a third consumer I hadn't met yet. Source: nicholas.ren
Washington D.C. recorded the largest increase in residential electricity prices nationwide, with costs jumping 23 over the past year... Source: www.zerohedge.com
Cognizant's CEO just called AI token metrics a vanity exercise while hiring 20,000 graduates last year, with growth expected in 2026. Here's the counter-narrative the tech industry needs to hear. Source: memeburn.com
UPERC has approved Uttar Pradesh's plan to buy power from Bhutan's Khorlochhu hydro project, boosting energy security and clean power supply. Source: www.thehindubusinessline.com
Breakthrough preclinical data demonstrate that LiCO-saUcp1 effectively turns white fat into calorie-burning brown fat, driving massive fat loss while fully preserving lean muscle mass and preventing post-treatment weight rebound. Source: www.manilatimes.net
Israel secretly deployed elite military and intelligence personnel to Azerbaijan during the U.S.-Israeli campaign against Iran. Source: www.breitbart.com
Schiebel's Camcopter S-300 has been selected for the EU-funded SWORD project focused on future anti-submarine warfare capabilities. Source: interestingengineering.com
South Korea: Kakao platform workers to strike over wages and bonuses; India: Maharashtra women workers rally in Mumbai to demand government status; Punjab state-operated service centre employees still on strike; Australia: 400 INPEX LNG production workers walk out in NT for higher pay; Adelaide nurses and midwives strike for better wages. Source: www.wsws.org
AMB-702 demonstrates superior target coverage and efficacy in lean non-human primates The dataset was shared as part of a poster presentation at the American Diabetes Association's (ADA) 86th Scientif Source: bubblear.com
A Houston man allegedly used a fraudulent boarding pass to board a United Airlines flight, causing a three-hour delay before the plane returned to gate. Source: www.foxnews.com
Arbitrary climate mandates didn't lower bills. They shut down power plants, shrank supply, and crushed Maryland families with higher costs and blackout risks. Source: www.zerohedge.com
The Garden Grove near-disaster exposes a bipartisan political consensus that consistently places corporate profit above the lives of working-class communities. Source: www.wsws.org
After four days of silence, the Government of Guyana (GoG) on Thursday revealed that it has not yet accepted the demands by the Turkish powership to fork out mi... Source: kaieteurnewsonline.com
India is launching a new program to significantly increase compressed biogas production. Higher guaranteed purchase prices and subsidies will encourage new plant development. This initiative aims to reduce carbon emissions and reliance on imported fossil fuels. The policy seeks to expand operational biogas plants from around 200 to 700. Source: economictimes.indiatimes.com
Use the Scratch Card System Interactive Reward & Lottery UI from Karan Variya on your next project. Find this utility tool & more on the Unity Asset Store. Source: assetstore.unity.com
India plans to enhance biogas prices and subsidies to boost production and reduce carbon emissions amid rising fossil fuel costs. Source: www.thehindubusinessline.com
The doors of Guyana’s Parliament are about to be flung wide open. To a point, really. Leader of the Opposition, the Hon. Azruddin Mohamed could contribute t... Source: kaieteurnewsonline.com
Gold prices drop amid West Asia tensions and rate-hike fears, with all precious metals tracking for weekly losses. Source: www.thehindubusinessline.com
Emperor Energy moves Judith-2 appraisal forward as it resubmits the NOPSEMA Environmental Plan; approval seen soon, drilling slated for late Q1 CY27. Source: smallcaps.com.au
Conrad Asia Energy (ASX: CRD) has signed a binding drilling rig contract for its Mako gas project in Indonesia, marking another key step towards development and future gas production. Source: themarketonline.com.au
Forus Oy has selected Elisa Industriq's Gridle to optimize and operate 15 MW of battery energy storage across two sites in Finland. The projects support grid balancing and flexibility needs in. . . Source: globalrenewablenews.com
Clean Energy Fuels Corp. (NASDAQ: CLNE) has announced it has completed its eighth dairy renewable natural gas (RNG) production facility in Jerome, Idaho - one of the largest single-site dairies . . . Source: globalrenewablenews.com
Vanguard Renewables, a leading environmental services company and producer of biomethane from organic waste, today (June 4) celebrated the groundbreaking of its newest anaerobic digestion facilit. . . Source: globalrenewablenews.com
Summary A major policy redesign produces modest emissions gains at best. The MOU fundamentally reshapes climate policies affecting more than 40 per cent of Canada's emissions, yet emissi. . . Source: globalrenewablenews.com
Voith Hydro signed a contract with AXIA Energia to modernize the synchronous condensers at the Recife II Substation in Jaboat o dos Guararapes. The project includes a digital and technological upgrad. . . Source: globalrenewablenews.com
CBS News has obtained a voice memo recorded by Iranian American journalist Reza Valizadeh, who has been detained in Evin Prison for over a year. Source: www.cbsnews.com
New York's state legislature passed a bill Thursday night that would prevent permits from being issued for the construction of new data centers for a year, potentially the first law of its kind in the United States. The bill also says that once the moratorium period ends, every new data center application must be presented at a public meeting before the government can issue a permit. Source: economictimes.indiatimes.com
Backup supplies from SOCAR are giving Egypt and Jordan alternatives when Israeli gas exports are disrupted, while keeping Israel linked to regional customers that may avoid direct purchases Source: www.ynetnews.com
A 55-year-old man died, and two others were injured after a boundary wall collapsed during sewage pipeline work in Delhi's Lodhi Colony area early on Friday, an official of the Delhi Fire Service said. Source: www.livemint.com
Gujarat has approved a statewide mission to move urban power lines underground by 2030. The phased project aims to improve power reliability and safety while making cities less cluttered. Source: www.indiatoday.in
The US International Development Finance Corporation is investing 1.5 billion in a new energy platform for the Indo-Pacific. This major project will focus on South and Southeast Asia. It aims to develop liquefied natural gas and other energy infrastructure. The investment will help strengthen energy security and meet growing power demand in the region. Source: economictimes.indiatimes.com
Thursday's top gainers include Veru, following a Novo Nordisk collaboration; Health Catalyst, following a divestment of its revenue workflow and analytics softw... Source: www.rttnews.com
Anthropic suggested Thursday (June 4) that frontier artificial intelligence developers should slow or pause their efforts and give societal structures and Source: www.pymnts.com
The first human clinical trial of a universal Sarbeco coronavirus vaccine, developed by the University of Cambridge and spin-out DIOSynVax (DVX) Ltd, has shown that the vaccine is safe and has no significant side-effects. Source: www.news-medical.net
India's new power grid rules are causing concern among clean energy investors, who say stricter penalties for solar and wind projects would reduce returns. This comes as India aims to significantly expand its renewable energy capacity. Investors warn this could slow down the much-needed investment for the energy transition in the country. Source: economictimes.indiatimes.com
WASHINGTON (AP) President Donald Trump is facing warnings from foes and allies alike that he’s getting boxed in on the Iran war, a conflict he sold as a brief military incursion but that has since settled into a holding pattern. Source: www.winnipegfreepress.com
President Donald Trump is facing warnings from foes and allies alike that he’s getting boxed in on the Iran war, a conflict he sold as a brief military incursion but that has since settled into a hold... Source: www.yahoo.com
The modern professional landscape is rarely defined by static tenures; instead, it is a dynamic tapestry of leaps of faith, calculated risks, and the pursuit Source: commstrader.com
AI scientist systems are beginning to automate the production, evaluation, and iteration of scientific hypotheses. Their promise is speed; their risk is that speed also scales errors embedded in the scientific record. We argue that a near-term risk is corpus failure: AI scientist systems are trained on and grounded in a literature that over-represents positive results and under-represents null findings. We formalise this distortion as the null result gap, estimate it across three domains (drug d Source: arxiv.org
Real estate valuation is a structured regression problem in which prices are governed by heterogeneous feature types, sparse regional effects, nonlinear interactions, and the practical logic of comparable properties. Standard multilayer perceptrons treat each row as an isolated vector and must learn locality, scale sensitivity, and categorical matching from supervision alone. Gradient-boosted decision trees provide strong tabular baselines, but their feature-centric splitting mechanism does not Source: arxiv.org
The observation of the redshifted 21-cm signal from the intergalactic medium will probe the epoch of reionization (EoR) with unprecedented detail. Various simulations are being developed and used to predict and understand the nature and morphology of this signal. However, these simulations are computationally very expensive and time-consuming to produce in large numbers. To overcome this problem, an efficient field-level emulator of this signal is required. However, the EoR 21-cm signal is highl Source: arxiv.org
Heron Power, a U.S.-based manufacturer of next-generation medium-voltage power electronics, today (June 2) announced a design and engineering collaboration with LG Energy Solution Vertech to inte. . . Source: globalrenewablenews.com
Accurate reconstruction of peculiar velocities from galaxy positions is important for probing the motion and evolution of large scale structure. They are sensitive to the cosmological effects of gravity and dark sector matter, and complement other velocity inference methods such as the kinematic Sunyaev-Zel'dovich (kSZ) imprinted in the CMB. We show that machine learning methods improve velocity reconstruction by capturing nonlinear contributions. Specifically, we train both a gradient boosting Source: arxiv.org
We present ChessMimic, a system of three small encoder-only transformers - for move, thinking-time, and outcome prediction - conditioned on the position, recent move history, player rating, and clock state. We fit a separate instance of each model per 100-Elo rating band, trading parameter efficiency for sharper per-skill calibration. On a held-out month-wide slice of Lichess Rated Blitz games ChessMimic's human move prediction accuracy outperforms Maia-2 in every Elo band. Compared to Maia-3, o Source: arxiv.org
Prior brain-AI alignment studies are typically constrained by specific inputs and tasks, limiting their ability to capture organizational properties across models with different modalities. In this work, we focus on Transformer-based models and introduce a brain-model topological alignment space. Rather than inferring alignment from neural mechanisms, we examine it through graph-based organizational properties, mapping the intrinsic spatial attention topology of a model onto canonical human intr Source: arxiv.org
esVolta, LP (esVolta), a leading developer, owner, and operator of utility-scale battery energy storage projects across North America, announced today (June 3) that it closed an expanded corpora. . . Source: globalrenewablenews.com
Motivation: Accurate prediction of protein-protein interactions is essential for understanding biological processes, and recent advances such as AlphaFold2 and AlphaFold3 have enabled structure-based interaction prediction at unprecedented accuracy. However, the high computational cost of these methods, driven primarily by CPU-based repeated multiple sequence alignment (MSA) generation and, for AlphaFold2, repeated model recompilations, limits their applicability in large-scale, high-throughput Source: arxiv.org
Frontier Energy secures 110m equity raise for Waroona Stage One; 550m shares at 0.20, 23 discount to last close, debt funding advancing. Source: smallcaps.com.au
In a diplomatic gambit that highlights both the desperate quest for stability in the Levant and the agonizing volatility of Middle Eastern geopolitics, Israel Source: commstrader.com
Depression, anxiety and sleep disorders are among the conditions often treated with antidepressant drugs. Yet, up to 90 of these drugs pass through the body into wastewater. Source: www.news-medical.net
The government plans to downsize its civil service through an early retirement scheme while increasing pay for remaining staff, as the administration accelerate... Source: www.bangkokpost.com
Janus Electric gains North American traction as HVIP slashes diesel-to-electric conversion costs; Colton rollout boosts deployments (ASX: JNS). Source: smallcaps.com.au
Stay up-to-date with the Power Grid Stock Liveblog, your comprehensive source for real-time updates and detailed analysis on a prominent stock. Explore the latest information on Power Grid, including: Last traded price 283.0, Market capitalization: 263300.09, Volume: 4253013, Price-to-earnings ratio 16.53, Earnings per share 17.13. Our liveblog provides a comprehensive overview of Power Grid by integrating fundamental and technical indicators. Stay informed about breaking news that can impact Po Source: economictimes.indiatimes.com
India's defense production and data center sectors face a critical power supply constraint. A recent policy dialogue highlighted Small Modular Reactors (SMRs) as a solution for reliable, clean, and uninterrupted electricity. Experts discussed SMRs' role in energy transition, strategic resilience, and mission-critical infrastructure, while also addressing deployment challenges. Source: economictimes.indiatimes.com
Miners and banks are leading the ASX lower, as renewed US-Iran hostilities weigh on risk sentiment and after Wall Street's recent rally ran out of momentum. Source: michaelwest.com.au
Following is a question by the Hon Holden Chow and a written reply by the Acting Secretary for Environment and Ecology, Miss Diane Wong, in the Legislative Council today (June 3): Question: ... Source: www.info.gov.hk
**media[1083166]**SHANGHAI and HONG KONG, June 3, 2026 /PRNewswire/ -- Antengene Corporation Limited ('Antengene', SEHK: 6996.HK) , a leading innovative, commercial-stage global biotech company dedicated to discovering, developing and commercializing first-in-class and/or best-in-class medicines for autoimmune diseases, solid tumors and hematological malignancies indications, today announced that it will present the first preclinical data on ATG-207 ( CD3-TGF- bifunctional fusion protein) in Source: www.manilatimes.net
The discovery rate of fast radio bursts (FRBs) continues to increase with the advent of new radio facilities and yet extracting their astrophysical parameters such as scattering timescale ( ) remains a significant bottleneck. Current measurement approaches like fitting analytic template models and scattering aware de-convolution are accurate but slow, sensitive to initialization, limited by low signal to noise and often require manual supervision. These limitations inspired us to explore Source: arxiv.org
Recent small-signal stability studies of AC grids have shifted towards analysing power systems as interconnections of subsystems and leveraging their input-output properties to derive scalable stability certificates. Two subsystem representations appear frequently in the literature: the PQ model, coupling powers to phase angle and voltage magnitude, and the IV model, coupling currents to voltages. In this paper, we derive both models without simplifying the bus or line dynamics and show that a l Source: arxiv.org
Training modern machine learning models increasingly requires computation to be distributed across many accelerators. Data parallelism remains the default choice and is often paired with tensor-parallel sharding, but model parallelism becomes unavoidable once parameters, activations, or optimizer states no longer fit on a single device. This paper studies pipeline model parallelism through the lens of PipeDream (PD) (Harlap et al., 2018). Our first contribution is theoretical: we introduce Rando Source: arxiv.org
With the growing integration of renewable energy sources into power grids, the risks of oscillation caused by interactions between grid-tied inverters and the grids are becoming increasingly prominent. Although existing studies have made significant progress in inverter modeling and oscillatory stability analysis, most of them do not sufficiently consider complex mirror frequency coupling effects (MFCE) under unbalanced operating conditions, leading to unreliable models and erroneous stability a Source: arxiv.org
Background: The lateral ventricle choroid plexus (LVCP) is gaining recognition as a key imaging biomarker for multiple sclerosis (MS) related to physical disability and neuroinflammation. Yet, manual segmentation of the LVCP is highly tedious, restricting its use in broad clinical trials and longitudinal assessments. This research aims to develop a SwinUNETR-driven pipeline that leverages targeted intra- and peri-ventricular small patch sampling to automatically segment the LVCP in MS from both Source: arxiv.org
Watershed networks exhibit convergent topologies in which multiple tributaries merge into downstream channels,integrating diverse upstream hydrological processes. In ungauged basins, the absence of direct observations increases uncertainty and limits the ability to anticipate extreme events. This study evaluates whether an encoder-only Transformer provides an advantage over an LSTM for upstream streamflow inference under limited hydrologic information, using retrospective simulations from the NO Source: arxiv.org
Feed-forward models for 3D reconstruction have achieved strong performance using deep cross-view attention to exchange information across images. However, these approaches often depend on heavy decoder stacks and lack a structured mechanism for geometry refinement, resulting in poor multi-view consistency. We address this by drawing inspiration from classical bundle adjustment (BA), which can be viewed as an iterative information propagation process between poses and local geometry. Inspired by Source: arxiv.org
Android malware detection increasingly relies on collecting and processing sensitive user data, including device identifiers, network artifacts, and runtime traces, while privacy is too often treated as a secondary concern. Existing privacy-aware approaches typically enforce privacy after data collection, for example, through anonymization, encryption, or federated learning, yet still require access to user information and therefore demand a high level of user trust in systems that already opera Source: arxiv.org
Relational databases underpin modern enterprise, scientific, and healthcare systems, yet predictive machine learning on such data remains challenging due to their multi-table, heterogeneous, and temporal structure. Relational Deep Learning (RDL) addresses this by representing databases as heterogeneous graphs and applying graph neural networks (GNNs) directly. RelBench v2 recently introduced autocomplete tasks -- a practically motivated task type where the goal is to predict an existing column v Source: arxiv.org
The graphical representation of the brain offers critical insights into diagnosing and prognosing neurodegenerative disease via relationships between regions of interest (ROIs). Despite recent emergence of various Graph Neural Networks (GNNs) to effectively capture the relational information, there remain inherent limitations in interpreting the brain networks. Specifically, convolutional approaches ineffectively aggregate information from distant neighborhoods, while attention-based methods exh Source: arxiv.org
Phishing and related cyber threats are becoming increasingly sophisticated, with email-based phishing remaining the most persistent attack vector. These attacks exploit human vulnerabilities to deliver malware or gain unauthorized access to sensitive information. Transformer-based models enhance phishing detection through robust contextual language understanding; yet they are often regarded as black boxes due to a lack of interpretability. Moreover, recent AI-enabled attacks further undermine mo Source: arxiv.org
Synthetic and manipulated speech can reduce the reliability of automatic speaker verification systems, so anti-spoofing methods need to be both accurate and efficient in training and inference. This paper focuses on the ASVspoof 5 Track 1 closed condition, where standard cross-entropy training may not give enough attention to hard trials and is not directly aligned with ranking- and threshold-based evaluation metrics. We propose TFPARN, a Transformer-based focal-pairwise attentive ranking networ Source: arxiv.org
LLMs have evolved from basic chatbots to the backbone of the AI ecosystem, now widely used in healthcare, schools, and government services. The domain-wide adoption of LLMs necessitates continuous evaluation to ensure their safety and fairness. Common issues encountered after deploying LLMs include inconsistent outputs and hallucinations of incorrect information. Although numerous LLM evaluation tools exist, most are limited to testing a single parameter at a time or require massive computationa Source: arxiv.org
Researchers used a novel data generation pipeline to build ChartNet, a large synthetic dataset of chart images paired with corresponding information. They used this training dataset to improve the performance of generative AI models at challenging tasks like data extraction and chart reconstruction. Source: news.mit.edu
Model dimension ( d_{model} ) is a fundamental hyperparameter in transformer language models, yet its role in setting the geometric limits of feature representation remains under-explored. Grounded in the Linear Representation and Superposition Hypotheses - which propose that models encode features as near-orthogonal directions in latent space - we develop a framework for estimating how many such directions a model can support. We first establish the embedding matrix as a measurable proxy for ne Source: arxiv.org
Forecasting seismic waveforms beyond observed data remains challenging due to the nonlinear, dispersive, and multi-scale nature of seismic wave propagation. In this work, we introduce textsc{SeismoGPT}, a transformer-based autoregressive model designed to forecast three-component seismic waveforms directly in the time domain. Forecasting is formulated as a physically constrained continuation problem in which the model receives waveform context beginning at the P-wave arrival and extending a def Source: arxiv.org
Transformer models have set new performance standards for machine learning (ML) tasks. However, their resource-intensive deployment on resource-constrained edge devices for cloud-free, on-chip transformer inference remains challenging. The ARM Compute Library (ARM-CL) framework provides low-latency CNN inference on ARM-based edge devices but lacks support for transformer inference. In this work, we implement several new transformer kernels in ARM-CL to support native transformer execution. Our e Source: arxiv.org
Enforcing invariants in safety-critical systems is increasingly urgent as AI-generated code becomes widespread. Unfortunately, the runtimes required to support high-level specification languages are too large for most embedded targets. In this article, we show how formally verified firmware is achievable today. We built Encore!, a bare-metal Continuation Passing Style (CPS) virtual machine (VM) that runs Rocq-extracted Scheme on microcontrollers. We also show how to structure firmware as a pure Source: arxiv.org
Where people look during shared activity carries coordination cues that speech and gesture cannot replace, but these patterns remain invisible to participants. XR headsets make gaze available as real-time input, yet few systems feed it back visually. We frame our work using the Attention-Aware Pipeline (Capture, Record, Revisualize), whose feedback loop means the systems visual response alters what users attend to next, triggering further responses. This generates design tensions whose form depe Source: arxiv.org
Tragedy unfolded as Russian air raids targeted significant Ukrainian urban centers such as Kyiv, Dnipro, and Kharkiv, resulting in at least nine fatalities and injuries to more than 60 civilians. The strikes wreaked havoc on homes and essential services. Prior to the assaults, Ukraine's President alerted the nation about the imminent threat of an extensive offensive. Source: economictimes.indiatimes.com
An excavator operated by a contractor struck a major Guyana Power and Light Inc. (GPL) transmission line on Monday, triggering a power outage across parts of De... Source: kaieteurnewsonline.com
Deep reinforcement learning (RL) offers a promising route to real-time power grid operation, yet large neural policies are costly to evaluate, hard to deploy on constrained hardware, and opaque to operators. We ask whether a Proximal Policy Optimization (PPO) agent for grid topology control can be compressed into compact tree-based surrogates without losing operational performance. A PPO teacher is trained on Grid2Op's standard 14-bus environment with a stability-oriented reward, using stress-fo Source: arxiv.org
State-of-the-art learned image compression (LIC) schemes are increasingly based on hybrid CNN-transformer architectures. To further improve rate-distortion performance, we introduce channel-wise wavelet transforms into both the transformer and entropy-coding components. First, we propose a channel-wise wavelet-domain transformer attention (ChWDTA) mechanism. ChWDTA keeps the efficient windowed spatial self-attention used in modern LIC backbones, but computes the Q/K/V projections on channel-wise Source: arxiv.org
Individual Head-Related Transfer Functions (HRTFs) are starting to be introduced in many commercial immersive audio applications and are crucial for realistic spatial audio rendering. However, one of the main hesitations regarding their introduction is that creating individual HRTFs is impractical at scale due to the complexities of the HRTF measurement process. To mitigate this drawback, HRTF spatial upsampling has been proposed with the aim of reducing the measurements required. While prior wo Source: arxiv.org
Epilepsy is one of the most common neurological disorders globally, characterized by recurring seizures and significantly impacting the quality of life. Despite advancements in diagnostic techniques, the mitigation of risks faced by epilepsy patients remains challenging due to the unpredictability of seizure events. An accurate forecast of seizure onset helps to reduce risks in epilepsy patients. In this paper, we propose EEG-FuseFormer, a transformer-based feature fusion framework for seizure-o Source: arxiv.org
Semantic segmentation of remote sensing imagery requires models that capture both global context and local detail under tight computational budgets. Prior work typically optimizes for one of these axes: attention for global context, convolution for local detail, or compactness for efficiency. While hybrid approaches aim to capture both, they require architectural changes and encoder backbones with computational overhead, limiting efficiency and performance. We present LALE (Lightweight-transform Source: arxiv.org
We study cross-subject emotion recognition from EEG, a practically important yet challenging problem in brain-computer interfaces. Unlike tasks with clear waveform signatures, emotion-related EEG signals are primarily encoded in spectral power and are weak, noisy, and highly variable across subjects. Existing approaches rely either on large pretrained EEG foundation models, which require massive data yet still struggle with cross-subject variability, or frequency-domain encoders, which better re Source: arxiv.org
While Transformer-based architectures have established themselves as a dominant paradigm in Multivariate Time Series Forecasting (MTSF), their core self-attention mechanism inherently functions as a low-pass filter, systematically smoothing out high-frequency signals vital for sharp local changes. Recent advancements have increasingly incorporated frequency-domain operations to address this bias, however, most existing designs rely on fixed spectral bases and apply sequence-wise (uniform) modula Source: arxiv.org
Distributed Acoustic Sensing (DAS) enables large-scale monitoring through optical fibers, but its high dimensionality and complex spatio-temporal patterns make event classification demanding. Existing deep learning approaches-CNNs, recurrent models, and Transformer variants-either fail to capture long-range dependencies or require processing raw DAS matrices at prohibitive cost. We propose DAStatFormer, a hybrid multibranch Transformer that combines compact multidomain statistical features with Source: arxiv.org
Classical continuous-space neural networks fundamentally struggle to lock into exact mathematical symmetries, such as modular arithmetic and non-commutative algebra. To approximate these discrete logical rules, they often rely on massive parameter scaling, resulting in stochastic instability even after delayed generalization phenomena known as grokking. Here, we introduce the Universal Quantum Transformer (UQT), a fundamentally novel, quantum-native computing architecture that uses the physical Source: arxiv.org
Consumer-price measurement increasingly draws on alternative data sources -- scanner, web-scraped, and transaction/receipt data. A recurring obstacle is that product descriptions in such sources are short, noisy, and abbreviated, with no standard product code, so each item must first be mapped to a consumption classification (e.g., the UN COICOP scheme) before prices can be compared. This paper studies that mapping as a general, reproducible method. The pipeline is: (i) text normalization and to Source: arxiv.org
Here are the worldwide cybersecurity job openings available as of June 2, 2026, including on-site, hybrid, and remote roles. Source: www.helpnetsecurity.com
We present Chimera, a flexible and scalable Microcontroller Unit (MCU) designed to accelerate real-time inference of rapidly evolving transformer-based models at the ultra-low-power edge (hundred of mW). The chip, implemented in 22 nm FDX technology, integrates a transformer accelerator tightly coupled within a compute cluster featuring nine general-purpose RV32IMA cores. Scalability extends to the memory hierarchy through a novel L2 memory island subsystem, which enables data sharing across mul Source: arxiv.org
Turkey's e-Government Gateway (e-Devlet) serves over 68 million registered users with more than 9,200 government services, and is increasingly integrating artificial intelligence into citizen-facing applications such as chatbot assistants and eligibility assessments. However, no structured technical governance infrastructure currently connects high-level AI policy frameworks, such as the EU AI Act, OECD AI Principles, and Turkey's own National AI Strategy, to the operational reality of deploying Source: arxiv.org
Gaussian splatting has shown strong potential for 3D reconstruction and novel view synthesis. However, most existing methods require accurate camera parameters and per-scene optimization, while feed-forward methods with pixel-aligned Gaussian primitives often suffer from artifacts and non-uniform primitives. In this paper, we propose text{VG} 2 GT, a Voxel-Gaussian Splatting Visual Geometry-Grounded Transformer. text{VG} 2 GT leverages a frozen pretrained visual foundation model (VFM), incor Source: arxiv.org
Offline meta-reinforcement learning leverages static datasets to enable agents to generalize to unseen environments by combining offline efficiency with meta-learning adaptability, yet it faces key challenges from context and policy distribution shifts. These issues hinder agents from adapting to online environments, and are further exacerbated under sparse-reward settings. As a result, agents often become trapped in an inherent pattern dilemma, failing to achieve robust generalization. In this Source: arxiv.org
Metal surface defect detection is critical for maintaining product quality in industrial manufacturing. However, it faces significant challenges, including limited annotated data, difficulty in identifying subtle multi-scale defects, and poor generalization across diverse scenarios. To address these issues, this paper proposes a novel Contrastive Augmented Transformer (CAT) framework for robust defect detection. CAT employs a hierarchical Swin Transformer backbone and redesigns the feature pyram Source: arxiv.org
Indian stock markets experienced a significant downturn on Tuesday. Both the Sensex and Nifty indices saw substantial declines. This drop was influenced by renewed tensions concerning the Iran-US conflict and continued selling by foreign institutional investors. Several major stocks, including Bajaj Finance, faced losses. However, IT stocks showed resilience, moving against the general trend. Source: economictimes.indiatimes.com
In a statement issued on Monday outlining the strategy, the Kremlin indicated that the temporary trade limitation was designed to preserve equilibrium within the domestic fuel sector. Source: www.thehindubusinessline.com
Explore the importance of guardian models in generative AI deployments within the Indian banking sector, addressing regulatory obligations and enhancing output safety. Source: cio.economictimes.indiatimes.com
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
Topic: Role of external state and non-state actors in creating challenges to internal security Q6. The most potent terrorist threats today emerge not from organised armies but from decentralised networks operating across criminal and intelligence ecosystems. Examine the evolving nature of terror networks in India. Discuss the challenges they pose to internal security. (15 M) Continue reading The most potent terrorist threats today emerge not from organised armies but from decentral Source: www.insightsonindia.com
Text-to-video (T2V) generation faces challenging questions when generating videos with long horizons containing multiple events. Inspired by the intrinsics of the diffusion process, we probe video diffusion transformers (DiTs) and uncover intrinsic turning points in the DiT denoising trajectory where conditioning text affects generation from global layout to fine-grained details. Building on this finding, we present TunerDiT, a simple yet effective progressive steering method that requires no ad Source: arxiv.org
Speculative Decoding (SD) accelerates low-concurrency LLM inference by employing a draft-then-verify paradigm. However, mainstream methods typically rely on multi-token prediction, which introduces escalating prediction difficulty and serial drafting latency. To address these, we propose Speculative Pipeline Decoding (SPD), a groundbreaking framework that unlocks the true potential of pipeline parallelism. By partitioning the target LLM into n pipeline stages, SPD allows LLM to process n tok Source: arxiv.org
Real-time and accurate spatial audio generation is pivotal for delivering an immersive experience. However, existing spatial audio synthesis technologies are often encumbered by a tradeoff between generation quality and high inference latency, as well as difficulty in capturing precise spatial information from multimodal inputs. To address these challenges, we propose SwanSphere, a unified streaming framework for high-fidelity spatial audio generation from panoramic videos and text prompts. Swan Source: arxiv.org
Radio source detection and morphological classification are fundamental for exploiting the scientific potential of modern radio continuum surveys. However, the rapidly increasing data volumes and the wide diversity of radio morphologies make traditional visual inspection infeasible and pose significant challenges for automated source finding. We apply a transformer-based set-prediction detector (RF-DETR) to 150 ,MHz continuum images from the LOFAR Deep Fields for instance-level source detection Source: arxiv.org
Recent advancements in text-guided audio generation have yielded promising results in diverse domains, including sound effects, speech, and music. However, jointly generating speech with environmental audio remains challenging due to the inherent disparities in their acoustic patterns and temporal dynamics. We propose ImmersiveTTS, an environment-aware text-to-speech (TTS) model that generates natural speech seamlessly integrated within environmental contexts by explicitly modeling cross-modal i Source: arxiv.org
This work addresses the problem of autonomous resource management in heterogeneous satellite cluster conducting Earth Observation (EO) missions including optical and Synthetic Aperture Radar (SAR) satellites. In autonomous operation mode, satellites are equipped with intelligent capabilities enabling real-time decision-making based on the latest conditions, while requiring minimal interaction with ground operators. Traditional scheduling approaches typically rely on mathematical models to repres Source: arxiv.org
Robot-Assisted Minimally Invasive Surgery (RAMIS) enhances surgeon dexterity, with newer platforms leveraging haptic feedback to further improve performance. Such force information has broader potential to inform performance assessment, tactile localization, and surgical autonomy. This motivates the need for accessible approaches to integrating force sensing into RAMIS tools. This work presents a method for integrating a six-axis commercial force sensor into the distal end of a standard cable-dr Source: arxiv.org
Real-time streaming video-to-video editing (V2V) is critical for interactive applications such as live broadcasting and gaming, yet it remains a formidable challenge due to the stringent requirements for temporal consistency and inference throughput. In this paper, we present SANA-Streaming, a system-algorithm co-designed framework for high-resolution, real-time streaming video editing on consumer GPUs, with the following three core designs: (1) Hybrid Diffusion Transformer architecture introduc Source: arxiv.org
Estimating 3D attributes directly from images has advanced rapidly with the Visual Geometry Grounded Transformer (VGGT), which predicts camera parameters, depth maps, and point clouds in a single forward pass. However, its 1.2B-parameter scale severely limits deployment on resource-constrained platforms such as UAVs and mobile AR devices. To address this limitation, we introduce QVGGT, a tailored quantization framework designed to compress VGGT. Our approach starts from the observation that tran Source: arxiv.org
Recent work describes what transformers can and cannot compute through connections to boolean circuits, but existing results lack exact characterizations and are sensitive to modeling choices. Padded transformers -- to whose input filler symbols such as ``...'' are appended -- emerge as a useful gadget for establishing equivalences to circuit classes by providing polynomial space for adaptive parallel computation. However, only a limited set of padded transformer idealizations has been studied, Source: arxiv.org
Processing astronomical data can take up a significant amount of researchers' time. The 80cm telescope at Xizang University is currently in its trial operation phase; however, it lacks a data processing program, which makes efficient handling of the data it generates an urgent concern. To address this issue, we have developed an automatic pipeline for processing photometric data and extracting light curves using Python 3. This pipeline has several advantages, including high speed, ease of use, a Source: arxiv.org
Public consultations generate large volumes of data in the form of stakeholder submissions that are practically unfeasible to analyse manually. We present an end-to-end LLM-based pipeline and interactive dashboard for structured topic extraction from regulatory consultation submissions, demonstrated on the European Commission's Digital Fairness Act (DFA) public call for evidence as a case study. The system processes raw PDF attachments and web-form responses, extracts topic annotations, and grou Source: arxiv.org
Dual-hand action segmentation, densely predicting actions for both hands from untrimmed videos, is essential for understanding complex bimanual activities. However, it poses several unique challenges: complex inter-hand dependencies, visual asymmetry between hands, representation conflicts where the dominant hand monopolizes gradients, and semantic ambiguity in fine-grained actions. We propose Polyphony, a three-stage method to address these challenges through: (1) an Alternating Dual-Hand Visio Source: arxiv.org
CHICAGO, June 1, 2026 /PRNewswire/ -- Oricell Therapeutics, a clinical-stage biotech company pioneering cancer immunotherapy, today announced that its lead asset, Ori-C101, a GPC3-targeted CAR-T therapy, achieved a 66.7 objective response rate (ORR) in patients with Late-line refractory hepatocellular carcinoma (HCC). The data, selected for an oral presentation at the 2026 American Society of Clinical Oncology (ASCO) Annual Meeting, highlight a potential new benchmark for patients who have exh Source: www.manilatimes.net
Iran has dug out a majority of the entrances to its underground missile bases that were buried by joint US-Israeli strikes during the height of the war, satellite images show. Source: nypost.com
Austco Healthcare forecasts FY26 revenue A 90-95m and NPAT up 52-58 , led by US Pulse Mobile rollout to 180 hospitals and new contracts. Source: smallcaps.com.au
Stay updated with the Power Grid Stock Liveblog, your one-stop destination for real-time information and analysis of a leading stock. Explore the latest updates on Power Grid stock, including: Last traded price 287.4, Market capitalization: 270229.04, Volume: 1739186, Price-to-earnings ratio 16.97, Earnings per share 17.13. Our liveblog combines fundamental and technical insights to offer a comprehensive overview of Power Grid's performance. Gain valuable market knowledge and make informed decis Source: economictimes.indiatimes.com
ExxonMobil Guyana Limited (EMGL), the operator of the Stabroek Block has commenced a three-month long inspection of the subsea pipeline for the Gas-to-Energy (G... Source: kaieteurnewsonline.com
The Guyana Civil Aviation Authority (GCAA) on Saturday raised alarmed about the placement of rocks across the runway of the Lethem Aerodome, posing grave and un... Source: kaieteurnewsonline.com
Kazakhstan’s consideration of the Baku Supsa oil pipeline as a potential export route reflects broader geopolitical and economic changes reshaping Eurasian energy markets. Source: www.azernews.az
One mutual fund and one SIF will open for subscription this week. Fund houses launch new funds to expand and complete their existing product offerings. Here is a detailed breakdown. (Source: ACE MF) New funds in pipeline Source: economictimes.indiatimes.com
Fresh fundraising and potential IPOs by OpenAI, SpaceX and Anthropic are driving investors to seek new AI opportunities across Asia. Bloomberg reported that firms involved in components, servers, packaging, connectivity and energy infrastructure could benefit from the next wave of AI spending. Source: www.livemint.com
For those who don't know who Aliko Dangote is, he is the Nigerian businessman who gave his country an oil refinery with his vison, intelligence & perseverance. ... Source: kaieteurnewsonline.com
After being cut off from the world for more than 12 weeks, Iranians have come back online. Their initial reactions are joy, shock and confusion. Source: www.abc.net.au
IBM unveiled an agentic operating model, Sovereign Core for governance, and expanded IBM Consulting capabilities to move enterprise AI from pilot to production at scale. Source: www.forbes.com
Microsoft is set to introduce a new Windows 11 feature called Cloud-Initiated Driver Recovery (CIDR) that will automatically roll back problematic driver update... Source: www.bangkokpost.com
LONDON Europe today faces an increasingly hostile geopolitical landscape, yet the European Union is struggling to unite its member states around... Source: www.koreatimes.co.kr
Senior European officials say Russian intelligence agencies have grown more aggressive in their efforts to steal Western research and defense technology, with agents building fake companies and deploying cyber spies to gather information. Source: www.csmonitor.com
In this blog post, it is explained how a lack of perfect information about the market allows the clever middleman to connect market supply with market demand by advertisement scrawping and lead crawling. Source: incolumitas.com
Unary codes are a form of universal variable-length code (UVLC) that are sometimes used on their own but more commonly used as a building block for more general families of UVLCs like Golomb, Rice Source: fgiesen.wordpress.com
The tank ruptured Tuesday at the Nippon Dynawave Packaging Co. facility in Longview, a city located along the southern Washington border with Oregon, killing 11 people. Source: www.yahoo.com
A new report by the Wall Street Journal reveals that the United Arab Emirates played a far greater role in the recent war against Iran than previously thought, carrying out dozens of coordinated airstrikes alongside the United States and the Zionist regime. Source: en.abna24.com
Get the Game:Work Foundation package from Fronkon Games and speed up your game development process. Find this & other Game Toolkits options on the Unity Asset Store. Source: assetstore.unity.com
Lightroom's AI-powered masking, object removal, and retouching now handle portrait, landscape, and wedding work without Photoshop. The 2012 advice to learn Photoshop first no longer applies to most photographers. Source: fstoppers.com
RXO uses a digital freight marketplace to deliver asset-light logistics and transportation solutions across multiple U.S. industries. Source: finance.yahoo.com
During the debate of the country’s largest budget on record, Members of Parliament (MPs) from the Opposition benches were promised that government would la... Source: kaieteurnewsonline.com
Russia's intelligence agencies are aggressively seeking Western technology and defense secrets to bolster its war economy, employing fake companies and cyber spies. Facing sanctions and war costs, Moscow is targeting advanced research, weaponry, and dual-use technology, even risking detection with cyberattacks. Mounting economic woes and battlefield stagnation are reportedly causing concern among Russian officials. Source: economictimes.indiatimes.com
For decades, infrastructure analysts, military planners, and emergency preparedness experts have warned that modern civilization is built upon a dangerously fragile foundation... Source: www.zerohedge.com
The aerospace sector is an unforgiving arena defined by sharp physical realities and dramatic turnarounds, where the line between a triumphant step forward Source: commstrader.com
Vietnam's Party General Secretary and President To Lam on May 29 attended and delivered a keynote address at the 23rd Shangri-La Dialogue, as part of his state visit to Singapore. Source: e.vnexpress.net
The decentralized finance landscape was thrown into disarray this week as the Sui network, a highly touted Layer 1 blockchain celebrated for its ultra-fast Source: commstrader.com
The UAE has had a deeper involvement in the Middle East conflict than estimated. The United Arab Emirates had continued to carry out strikes on Iran through the conflict and even after the April ceasefire was announced. Source: timesofindia.indiatimes.com
The United Arab Emirates (UAE) carried out dozens of airstrikes against Iran alongside the U.S. and Israel during the conflict with Tehran. Source: www.breitbart.com
One such strike was on the Asaluyeh petrochemical complex, and was carried out with Israel, the WSJ wrote, and led to international condemnation. Source: www.jpost.com
Canada wants to increase exports to China by 50 , while safeguarding Canada’s economic and national security interests and values : Anand. Source: nationalpost.com
SACRAMENTO, Calif. (AP) California air regulators updated the rules of a key climate program on Friday in a move widely protested by environmental groups who said the changes would weaken the program and undercut efforts to curb planet-warming emissions. Source: www.winnipegfreepress.com
IShowSpeed may be preparing for one of the biggest moments of his career outside streaming. Fresh footage circulating across social media has fueled speculation that the YouTube star is working on a new anthem tied to the 2026 FIFA World Cup, and fans are already paying close attention. Source: timesofindia.indiatimes.com
The Rockies get some tough news on one of their most promising young talents. MLB Trade Rumors has the latest on Ethan Holliday. Source: www.mlbtraderumors.com
Pushp Saraf [email protected] Pakistan’s south-western province of Balochistan remains on fire. That grim reality was brought home once again when a suicide bomber struck a shuttle train in Quetta on May 24, killing at least 24 Pakistani security personnel and their family members. The attack is the latest in a sustained and deliberate pattern of strikes targeting trains, security forces, and critical infrastructure. There is no sign of abating. The violence, however, is only one dimension Source: www.dailyexcelsior.com
CodePink co-founder Medea Benjamin confirms Treasury Department OFAC inquiry into the organization's Cuba trip, calling it an intimidation tactic. Source: www.foxnews.com
CodePink co-founder Medea Benjamin confirms Treasury Department OFAC inquiry into the organization's Cuba trip, calling it an intimidation tactic. Source: www.foxnews.com
Eleven national organizations file suit challenging exclusion of post-baccalaureate nursing degrees from higher federal graduate loan borrowing limits Source: www.manilatimes.net
Firefighters responding to reports of a gas leak at a Dallas apartment complex had already arrived and were preparing to evacuate residents when the building exploded in a massive fireball, killing three people and injuring several more, the city’s fire chief said Friday. Source: www.washingtontimes.com
Marvell Technology, Inc. is downgraded to a Hold due to demanding valuation and the high free cash flow growth. Learn more about MRVL stock here. Source: seekingalpha.com
Ningbo, in southern Zhejiang Province of China, was once a historic maritime hub shaped by Buddhist culture and trade. It has now emerged as a key hub for showcasing China’s green industrial push, where electric vehicles, advanced manufacturing, and tightly integrated supply chains are powering the country’s bid for global leadership in the technologies of the future. Source: www.thehindu.com
WSJ report reveals UAE carried out strikes on Iran alongside US and Israel from start of war, operating as a third member of coalition Source: www.middleeasteye.net
Ashok Leyland shares dip post-earnings due to margin concerns, despite an initial rise and strong quarterly profit results. Source: www.thehindubusinessline.com
Japan’s benchmark TOPIX index surged to a new record level on Friday, signaling a period of intense bullish momentum in the region. The advance to an all-time Source: www2.stockmarketwatch.com
The issuance of Additional Tier 1 bonds, which are considered among the riskiest forms of bank debt, could rise to a record high in Japan this year. Source: www.japantimes.co.jp
Guyana’s booming economy continues to attract foreign investment, with a Chinese-backed joint venture moving to develop a high-end gated residential community... Source: kaieteurnewsonline.com
Guyana and Barbados will soon establish an investment fund called the Trident Arrow’ which will allow ordinary citizens to invest in nation building projec... Source: kaieteurnewsonline.com
MANILA, Philippines President Ferdinand Marcos Jr. met with Japan International Cooperation Agency (JICA) President Tanaka Akihiko to further strengthen Philippines-Japan cooperation on infrastructure, healthcare, climate action, and peace and development initiatives in Mindanao. Source: www.manilatimes.net
The featured infosec products this month are from Alation, Apricorn, ASAPP, Babel Street, CTERA, Forward, LastPass, and more. Source: www.helpnetsecurity.com
The shallow-water system is a standard model for long waves in shallow water. The system is hyperbolic and, for a large class of initial data, solutions develop steep gradients leading to shock formation in finite time. Since such singularities violate the long-wave assumptions underlying the model, their appearance limits the regime of validity of the equations. In this work, we introduce a regularized shallow-water system in which the nonlinear terms are modified by a bounded operator. This re Source: arxiv.org
Large recommendation models have demonstrated substantial potential gains under scaling laws, yet these gains are difficult to realize in industrial recommendation systems because real-world deployment requires lightweight models with strict serving efficiency and latency guarantees. This creates a fundamental gap between offline model scaling and online deployment. In this work, we present Rec-Distill, an industrial distillation pipeline that transfers the performance gains of large-scale recom Source: arxiv.org
Electroencephalography (EEG) is a widely used non-invasive technique for measuring brain activity in brain-computer interface (BCI) applications. Supervised EEG decoding models often struggle to generalize across tasks, subjects, and datasets, motivating transformer-based EEG foundation models trained with self-supervised learning. Since transformers are permutation-invariant, they require explicit positional information. Unlike textual tokens, EEG electrodes are spatially distributed across the Source: arxiv.org
Approximately 10 of newborns require assistance to initiate breathing at birth, and around 5 need ventilation support. Fetal heart rate (FHR) monitoring plays a crucial role in assessing fetal well-being during prenatal care, enabling the detection of abnormal patterns and supporting timely obstetric interventions to mitigate fetal risks during labor. Applying artificial intelligence (AI) methods to analyze large datasets of continuous FHR monitoring episodes with diverse outcomes may offer no Source: arxiv.org
Pipeline parallelism is essential for large-scale model training, but existing asynchronous approaches often degrade convergence due to parameter mismatch between forward and backward passes. We propose Asynchronous Multi-Directional Pipeline parallelism (AMDP) to mitigate this issue while sustaining high utilization. AMDP limits the first stage of each pipeline to process at most two minibatches before backpropagation, bounding the number of parameter updates between forward and backward passes Source: arxiv.org
The recursive quad-tree partitioning in High Efficiency Video Coding (HEVC) incurs considerable computational overhead, with exhaustive rate-distortion optimization for CTU partition prediction consuming the dominant share of encoding time. Although partition prediction through deep learning has emerged as a viable encoding accelerator, an architectural dichotomy remains largely unaddressed: CNNs are computationally efficient but spatially myopic due to their localized effective receptive fields Source: arxiv.org
We present the 1st-place solution to the ACCIDENT challenge at the CVPR 2026 AUTOPILOT Workshop, which asks for zero-shot prediction of accident timing, impact centroid, and collision type from CCTV footage. On a frozen Qwen3-VL-32B-Instruct checkpoint we build a three-stage pipeline (full-video joint prediction, time refinement, and single-frame grounding of the impact centroid), run the same pipeline a second time on a 235B Mixture-of-Experts sibling, blend the two outputs 9:1, and finally sna Source: arxiv.org
EnerSys (NYSE: ENS), a global leader in stored energy solutions for industrial, infrastructure and defense applications, today (May 28) announced that it has realigned its previous four operati. . . Source: globalrenewablenews.com
Enbridge Inc. (Enbridge or the Company) (TSX: ENB) (NYSE: ENB) today (May 28) released its 2025 Sustainability Report, marking 25 years of sustainability reporting. Source: globalrenewablenews.com
Accurate forecasting of renewable generation is crucial to facilitate the integration of Renewable Energy Sources into the power system. Focusing on photovoltaic (PV) units, forecasting methods can be divided into two main categories: physics-based and data-based strategies, with Artificial Intelligence (AI)-based models providing state-of-the-art performance. However, while these AI-based models can capture complex patterns and relationships in the data, they ignore the underlying physical prio Source: arxiv.org
Ohmium International Inc., a leading manufacturer of cutting-edge, high-efficiency, and modular Proton Exchange Membrane (PEM) electrolyzers, and InSolare Energy, a leading renewable energy solu. . . Source: globalrenewablenews.com
Topic modeling is a branch of Natural Language Processing (NLP) that aims to organize large collections of texts into coherent groups according to word co-occurrence patterns, with Latent Dirichlet Allocation (LDA) remaining one of the most widely used and interpretable probabilistic approaches. Recent advances in NLP, particularly transformer-based language models, offer improved document representations. It is also known that the size of the model (in terms of number of parameters) has a signi Source: arxiv.org
The Cognitive Categorical Transformer (CCT) is a 306M-parameter architecture that augments a pretrained GPT-2 Small backbone with cognitively grounded components derived from category theory and several inspirations from cognitive science. Under a matched-step protocol (215,000 optimizer steps, matched data, matched optimizer and schedule) on WikiText-103, CCT reaches 21.27 validation perplexity, compared with 24.19 for an identically fine-tuned GPT-2 Small baseline. The architecture therefore c Source: arxiv.org
While Membership Inference Attacks (MIAs) are the prevailing method for identifying training data, their application has expanded into privacy auditing and machine unlearning. Nevertheless, the field lacks a systematic framework for evaluating how different contexts affect MIA efficacy. Without such a characterization, practitioners risk deploying algorithms that perform well on benchmarks but become statistically irrelevant when faced with the nuances of specific, real-world datasets. To bridge Source: arxiv.org
In this paper, we introduce LLMBridge, a new LLM based system for the task of end-to-end referential bridging resolution in English. Our bridging resolution pipeline combines heuristic pre/post-processing with the natural language inference ability that comes from LLMs. We evaluate our bridging resolution pipeline on 3 datasets which have been used for referential bridging resolution evaluation in English: ISNotes, BASHI, and GUMBridge. Comparison to previous bridging resolution systems shows th Source: arxiv.org
Matrix Renewables, the TPG Rise-backed global renewable platform, and EPC contractor SOLV Energy announced construction started on the Tormes Solar Project, marked by a groundbreaking ceremony on . . . Source: globalrenewablenews.com
This blog was co-authored by Nolan Theisen, Senior Research Fellow for Energy and Climate Policy, Slovak Foreign Policy Association and Katarzyna A. Kurek, Chief Executive Officer, Geotermia Polska . . . Source: globalrenewablenews.com
Internet access is returning to Iran after months long shutdown although the service is slow and some apps remain blocked. The outage followed military actions and truce talks. Many fear access could be cut again. Businesses and individuals suffered significant financial losses. Families struggled to communicate during the prolonged disruption. Source: economictimes.indiatimes.com
The land allocation for the proposed power plant, aluminium smelter and alumina refinery has already been completed, while supporting infrastructure development is progressing steadily: Govt Source: www.deccanchronicle.com
EV Resources (EVR) has achieved a key regulatory milestone at its Tecomatl n Processing Plant in Puebla, Mexico, earlier this week. Source: themarketonline.com.au
Part of the multi-billion dollar INOXGFL Group, Inox Wind is one of India’s leading fully integrated wind energy solutions providers. Source: rakesh-jhunjhunwala.in
In the Netflix thriller Leave the World Behind, a massive cyberattack plunges the U.S. into a complete electrical and technological blackout. While the scope and scale of the fictional attack are improbable, research suggests real-world malicious hackers are increasingly interested Read more Source: www.itsecuritynews.info
NSE and BSE remain closed for Bakri Id as global markets decline amid rising crude oil prices and geopolitical concerns. Source: www.thehindubusinessline.com
Semiconductor startup C2i Semiconductors announced it has taped out a smart power stage chip designed for artificial intelligence infrastructure, marking a significant milestone for India's ambitions in domestic semiconductor production. Source: www.rediff.com
Instruction-based suppression is widely used to prevent language models from generating prohibited content, yet it remains unclear whether suppression reduces internal representation or merely suppresses expression. We investigate this question through representational probing, attention analysis, and behavioral semantic leakage experiments across multiple transformer models. We find that prohibited concepts remain highly recoverable from hidden representations under suppression, continue to inf Source: arxiv.org
Multi-device inference can reduce Transformer latency by parallelizing computation. However, existing methods require high inter-device bandwidth, making them impractical for bandwidth-constrained environments. We present ASTRA, a communication-efficient framework that integrates sequence parallelism with mixed-precision attention, where non-local token embeddings are transmitted as low-bit vector-quantized codes while local attention remains full precision. To preserve accuracy under aggressive Source: arxiv.org
Given the real-time demands of UAV tracking, many methods simplify the backbone to reduce computation, but this often weakens feature representation and degrades performance in complex scenarios. To alleviate this issue, we propose EATrack, an efficient and asymmetric UAV tracking framework centered around a teacher-guided dual-branch distillation strategy that enhances the feature expressiveness of the lightweight student model. Specifically, EATrack investigates two complementary perspectives Source: arxiv.org
Standard transformer architectures apply a single attention mechanism uniformly across all tokens and sequence positions, irrespective of local context or computational budget. We propose Meta-Attention, a framework that dynamically routes each token to the most appropriate attention strategy -- full softmax attention, linear (kernel) attention, or sliding-window local attention -- via a Bayesian Meta-Controller. Unlike prior routing approaches that use deterministic or prior-free learned routin Source: arxiv.org
LLMs have shown strong performance across diverse financial tasks, yet portfolio management (PM), a critical financial decision-making task, remains poorly benchmarked. Existing benchmarks exhibit two main gaps: they ignore cross-asset correlation structures, thereby failing to distinguish genuinely diversified portfolios from concentrated ones, and fail to evaluate the complete PM decision pipeline in real-world scenarios. We introduce PortBench, a benchmark spanning six heterogeneous asset cla Source: arxiv.org
Many organizations lack computational resources to fine-tune large language models (LLMs) on private (unshareable) data for better utility, while fine-tuning tiny language models (TinyLMs) alone performs poorly. To address this bottleneck, we propose a data-free knowledge distillation framework that generates LLM update vectors based on TinyLMs fine-tuned on private data. An update vector is a vector of parameter changes from an initial model to its fine-tuned version on a dataset, capturing the Source: arxiv.org
Whisking is a rhythmic and adaptive behavior that rodents use to probe and interact with their environment, and the frequency of movement reflects both sensorimotor processing and internal brain states. A robust and traditional method of whisker frequency estimation uses power spectral analysis of whisker position spanning several cycles. To improve the temporal resolution of whisker movement, we here estimate the period for each cycle, hence indirectly extracting an instantaneous frequency. We Source: arxiv.org
Transformer has significantly propelled the development of artificial intelligence, and certainly the development of agents as well. We categorize attention structures of Transformer into two types based on the source of the input information: homogenous and heterogenous attention structures. Heterogenous attention structures, with co-attention as a typical example, process information from different sources. Heterogenous attention structure is the foundation for Transformer models to achieve mo Source: arxiv.org
Sparse autoencoders are usually trained one layer at a time, even though transformer residual stream activations are strongly coupled across depth. This creates a practical problem for multi-layer interventions: different layerwise dictionaries can spend capacity representing the same carried-forward information, and replacing several layers at once can produce interactions that are not predicted by single-layer behavior. We introduce Residualized Sparse Autoencoders (ReSAEs), which fit an affin Source: arxiv.org
We introduce GINKAKU, a new cosmological N -body code developed for the Dark Quest II (DQ2) simulation campaign and designed for controlled ensemble production across the cosmological model space required by next-generation galaxy surveys, including massive neutrinos and clustering dark energy. Built on the FDPS framework, GINKAKU couples a TreePM gravity solver with a linear-response treatment of external source terms for components not evolved as N -body particles, formulated in the N -body Source: arxiv.org
A chemical incident at a paper plant in the northwestern US has killed two people, with nine others missing and feared dead, officials have said. Source: www.rte.ie
To conquer the hypercompetitive American appetite for Korean fried chicken, one of Korea’s largest food service giants is trying a more pedestrian... Source: www.koreatimes.co.kr
Healthco wins Mount Private Hospital deal with WA government backing; Bethesda to operate, rent unchanged, and 10-15 rent relief ahead of Healthscope move. Source: smallcaps.com.au
**media[1074803]**SUZHOU, China and M LNDAL, Sweden, May 28, 2026 /PRNewswire/ -- Suzhou Ribo Life Science (stock code 06938.HK) and Ribocure Pharmaceuticals (together 'Ribo') announce the submission of Phase 2 Clinical Trial Application (CTA) to the European Medicines Agency (EMA) for RBD1119, a siRNA based therapeutic for the treatment of coronary artery disease (CAD). Lately, Ribo has been advancing multiple siRNA candidates in parallel across atrial fibrillation and venous thromboembolism, Source: www.manilatimes.net
A new framework called CHEEM enables AI models to learn new tasks without sacrificing performance on previously learned tasks. The Source: dataconomy.com
Benchmark indices opened flat as investors tracked the fragile US-Iran ceasefire and fresh regional strikes. Broader gains were capped by geopolitical uncertainty, a weaker rupee and continued FII selling. Source: www.indiatoday.in
LONDON (AP) Britain and its allies risk losing a conflict in cyberspace against adversaries such as Russia unless citizens, corporations and governments treat cybersecurity with much greater urgency, a U.K. spy chief is warning. Source: www.winnipegfreepress.com
ONGC shares fell as much as 4 on Wednesday despite the state-run explorer reporting a 46 YoY rise in consolidated Q4 net profit to Rs 10,820 crore. Revenue from operations grew 4 to Rs 1,73,805 crore, while standalone FY26 profit stood at Rs 32,894 crore. The company also highlighted strong performance by key subsidiaries, including HPCL, MRPL, ONGC Videsh and OPaL. Source: economictimes.indiatimes.com
Unoaerre, the Italian jewelry company credited for having spurred the industrialization of artisanal goldsmith ateliers in Arezzo, is turning 100. Source: wwd.com
Confirming Alzheimer's disease (AD) typically relies on positron emission tomography (PET), which remains costly and invasive, motivating the use of structural MRI-based prescreening. Deep learning on non-Euclidean manifolds, particularly brain cortical surfaces, faces significant challenges due to the data's spherical topology. Recent surface models have enabled learning from cortical surface data; however, imposing face-based uniform patches often causes duplicate vertices at patch boundaries. Source: arxiv.org
We introduce JetViT, a novel family of hybrid-architecture Vision Transformer (ViT) models that match the accuracy of state-of-the-art full-attention vision foundation models while achieving substantially higher inference efficiency on high-resolution images. At the core of our approach is Post-Training Attention Search, a post-training acceleration framework that converts pre-trained full-attention ViTs into efficient hybrid-attention variants by identifying and replacing redundant full-attenti Source: arxiv.org
Large EEG Foundation Models (FMs) have shown great potential for decoding EEG signals across diverse cognitive tasks. However, existing EEG-FM studies exhibit three critical limitations: opaque supervised baseline tuning, unverified contributions of complex learning paradigms, and a lack of transparency in model decision-making. To address these, we propose EEG-FM-Audit, a comprehensive evaluation and analysis pipeline designed to systematize the assessment of EEG-FMs. EEG-FM-Audit consists of t Source: arxiv.org
Animation elevates digital documents into immersive experiences, yet creating custom motion paths remains cumbersome, requiring designers to manually select presets, plot B zier points, and configure timing properties. We introduce Generative Animations, a system that transforms natural language prompts into production-ready animations. By chaining Large Language Models (LLMs) for semantic parsing with the Segment Anything Model (SAM) for visual grounding, our pipeline automatically generates m Source: arxiv.org
Objective. Outpatient notes carry follow-up instructions pairing actions with future times ( MRI brain in two weeks ). Extracting (action, date) pairs supports scheduling and audit, but generative extractors miss the date because linking and arithmetic are implicit in decoding. We test a hybrid neural-symbolic pipeline against direct generation. Methods. We define TestSpecification and TimeSpecification entities and a ScheduledFor relation. BioBERT feeds BIO tagging and a biaffine linker; entiti Source: arxiv.org
Large language models (LLMs) achieve impressive performance when a task is fully specified in a single turn, yet the same models lose up to 39 of that performance when the identical task is revealed incrementally across multiple turns, a phenomenon documented at scale as Lost in Conversation. Crucially, this collapse is almost entirely a reliability failure; the best case, the aptitude only falls 16 , while the unreliability more than doubles (+112 ). We argue that the root cause is structural, Source: arxiv.org
Elevate your workflow with the FREE Demo: Low Poly Sci-Fi Laboratory 2 / Cosmic Retro asset from The PolynestLab. Find this & other Sci-Fi options on the Unity Asset Store. Source: assetstore.unity.com
The show of force was aimed squarely at intimidation and demonstrating who is in control. Top generals and warplanes can land and depart as though the country were any military outpost on US soil. Source: www.wsws.org
Despite a disappointing Q4 FY26 performance, many analysts remain bullish on Hindustan Aeronautics (HAL) due to its substantial order book and pipeline. However, persistent supply chain issues, particularly for jet engines, and execution challenges are key factors that could impact its future stock performance and revenue growth. Source: www.rediff.com
Retail investors pumped an estimated Rs 17,539 crore into eight battered Nifty bluechip stocks during the March 2026 quarter, betting aggressively on market leaders despite steep declines in portfolio values. HDFC Bank, ITC, Wipro, Infosys, TCS, Reliance Industries and L&T emerged as top retail picks even as their shares fell sharply. Source: economictimes.indiatimes.com
UN Security Council unanimously condemns drone strike on a UAE nuclear plant but does not assign blame for the attack. Source: www.israelnationalnews.com
Creators are going Hollywood. Mainstream stars are doing the same in reverse. Inside the two-way migration shaping entertainment. Source: www.forbes.com
Pricol Investment: Pricol, a leading auto component manufacturer, is set to invest 700 crore in FY27 to expand capacity and strengthen its R&D, despite facing challenges in the automotive industry due to geopolitical tensions and rising raw material costs. Source: auto.economictimes.indiatimes.com
Verilog is the foundation of all hardware design, and it is fatally flawed. We should all be worried about a glut of hardware bugs caused by Verilog’s unpredictable semantics and simplistic type system. Source: www.cs.cornell.edu
Luxquanta Technologies S.L. and Merqury Cybersecurity have published a joint operational white paper evaluating the production architecture of Physical Security... Source: quantumcomputingreport.com
Canadian Prime Minister Mark Carney has warned the oil-rich western province Alberta over its independence push, comparing it to Brexit Source: www.rt.com
After a successful lunar flyaround, NASA has announced three missions to the moon as part of efforts to establish a permanent base on the earth's natural satellite. Source: www.thehindubusinessline.com
Inside a water treatment plant south of Seoul, Korea is making its pitch to become the world’s next hub for artificial intelligence (AI) cooperatio... Source: www.koreatimes.co.kr
Two Indian defence stocks, MTAR Tech and Apollo Micro Systems, have delivered spectacular returns. MTAR Tech surged 395 and Apollo Micro Systems climbed 185 in a year. Analysts are now evaluating which stock offers better future prospects. Both companies operate in a booming defence sector with strong order books and growth potential. Source: economictimes.indiatimes.com
Accurate traffic forecasting is essential for intelligent transportation systems, supporting a wide range of real-world applications. However, it remains challenging due to two key factors: (1) Traffic series contain heterogeneous temporal patterns, where stable periodic regularities coexist with event-driven fluctuations. Existing methods often treat them within a unified representation, limiting their ability to capture fine-grained temporal dynamics. (2)Spatial dependencies among nodes are in Source: arxiv.org
Mechanistic interpretability often uses activation patching, causal tracing, path patching, and steering directions to reveal behaviorally meaningful directions in Transformer activation space. This paper develops a field-theoretic framework for organizing and predicting such interventions. Treating the residual stream as a depth-token field, we formulate patching as localized source insertion, patch effects as sensitivity-field predictions, downstream propagation as empirical Green-function res Source: arxiv.org
Accurate prediction of three-dimensional (3D) wind fields over complex mountainous terrain is essential for renewable energy deployment and regional weather modeling. Traditional computational fluid dynamics (CFD) simulations face two fundamental bottlenecks: expert-intensive mesh generation around irregular topography, and iterative solvers that require hours to days even on high-performance clusters. Recent neural operator approaches accelerate inference, but typically fail to resolve the shar Source: arxiv.org
AMEA Power, one of the fastest growing renewable energy companies in the region, announced today (May 20), the successful commissioning of its 120 MWp solar PV plant in South Africa. This milestone po. . . Source: globalrenewablenews.com
In medical image segmentation, specialized computer vision techniques, notably transformers grounded in attention mechanisms and residual networks employing skip connections, have been instrumental in advancing performance. Nonetheless, previous models often falter when segmenting small, irregularly shaped tumors. To this end, we introduce SMAFormer, an efficient, Transformer-based architecture that fuses multiple attention mechanisms for enhanced segmentation of small tumors and organs. SMAForm Source: arxiv.org
Standard attention mechanisms in transformers employ static token representations that remain unchanged across all pair-wise computations in each layer. This limits their representational alignment with the potentially diverse relational dynamics of each token-pair interaction. While they excel in domains with relatively homogeneous relationships, standard attention's static relational learning struggles to capture the diverse, heterogeneous inter-channel dependencies of multivariate time series Source: arxiv.org
Analogies help learners understand unfamiliar concepts by relating them to known concepts. Despite recent advances, large language models (LLMs) continue to struggle to generate analogies of comparable quality to those produced by humans. We present a modular pipeline for educational analogy generation, decomposing the task into four stages: source finding, sub-concept generation, explanation generation, and evaluation. Grounded in Structure Mapping Theory, the pipeline enables systematic, stage Source: arxiv.org
This paper studies the multimedia problem of temporal sentence grounding (TSG), which aims to accurately determine the specific video segment in an untrimmed video according to a given sentence query. Traditional TSG methods mainly follow the top-down or bottom-up framework and are not end-to-end. They severely rely on time-consuming post-processing to refine the grounding results. Recently, some transformer-based approaches are proposed to efficiently and effectively model the fine-grained sema Source: arxiv.org
Quantum machine learning (QML) is moving from research prototypes to deployed cloud services. As QML enters regulated industries, the integrity of the quantum stage becomes a practical concern on two fronts: noisy hardware drifts at the channel level between recalibrations, and an adversary with control over the execution environment can substitute the declared quantum channel with a behaviorally similar but mathematically distinct one. Neither concern is covered by existing QML verification wor Source: arxiv.org
Distributing Transformer inference across embedded edge devices can alleviate individual memory and compute constraints, yet practical benefits on real hardware remain unclear: prior work relies largely on simulations that overlook hardware-specific communication overheads. We present a hardware prototype study on NVIDIA Jetson Orin Nano devices connected over WiFi. Our key finding is that the dominant bottleneck is not just network bandwidth but also the CPU-GPU staging during communication. Be Source: arxiv.org
Independently trained transformers compute the same function in residual-stream bases that differ by a uniform random rotation on mathrm{SO}(d_{ mathrm{model}}) . We call this phenomenon polymorphism: same function, mutually unintelligible interior coordinates. One matrix multiplication per model pair removes it: an orthogonal Procrustes fit on a single batch of activations transfers sparse-autoencoder feature dictionaries and steering vectors between independently trained models, with no retr Source: arxiv.org
The deployment of Large Language Models (LLMs) and Vision Transformers (ViTs) on edge devices is significantly constrained by memory limitations and the critical timing bottlenecks introduced by dense Multiply-Accumulate (MAC) arrays. In the ultra-low bit regime, logarithmic Power-of-Two (PoT) quantization provides a hardware-efficient alternative by replacing MAC operations with bit-shifts. However, the non-uniform exponential lattice is inherently limited by a textbf{Low Angular Resolution Re Source: arxiv.org
Artificial intelligence systems, particularly through generative pre-trained transformers (GPTs), have enabled capability-rich language models, but their operation incurs substantial costs in digital computation, memory, and data movement. Attention is a core operation in GPTs that computes context-dependent weights for input tokens. Since deep-learning models are defined by compositions of nonlinear transformations, identifying physical systems that can realize them offers a pathway to higher e Source: arxiv.org
A data-driven air-sea full-coupling regional forecast model with submesoscale-permitting, named Volador 1.0 , is developed for the South China Sea (SCS). The model features a Swin-Transformer framework integrated with a Mixture-of-Experts (MoE) system, a latent space interaction architecture based on Cross-Grid Bidirectional Cross-Attention, and a fast-slow dual-branch architecture. Both the three-month hindcast test and the 15-day operational real-time forecasting demonstrate that Volador 1.0 Source: arxiv.org
Concept probes extracted from transformer residual streams are only as reliable as the layer from which they are extracted. The common practice of probing at a fixed late layer or at the peak of a separation score function ignores a fundamental structural feature: concept representations undergo substantial directional rotation during their assembly phase, and do not settle into a stable direction until a characteristic handoff layer after the primary Concept Allocation Zone (CAZ). We introduce Source: arxiv.org
As Infrastructure Week 2026 brings national attention to the infrastructure that keeps communities running, the San Francisco Public Utilities Commission (SFPUC) is highlighting major projects that st. . . Source: globalrenewablenews.com
Concept formation in transformer language models is depth-extended, not a single-layer event: concepts emerge gradually across a contiguous region of the residual stream. Mechanistic interpretability methods identify the single layer of peak class separation -- the best layer -- capturing a snapshot rather than the process itself. We introduce the Concept Allocation Zone (CAZ): the depth interval within which a concept becomes measurably separable, the region allocated to its geometric express Source: arxiv.org
Electricity Consumption Profiles (ECPs) are crucial for operating and planning power distribution systems, especially with the increasing number of low-carbon technologies such as solar panels and electric vehicles. Traditional ECP modeling methods typically assume the availability of sufficient ECP data. However, in practice, the accessibility of ECP data is limited due to privacy issues or the absence of metering devices. Few-shot learning (FSL) has emerged as a promising solution for ECP mode Source: arxiv.org
As part of its plan to protect Ontario and build a more competitive, resilient and self-reliant economy, the Ontario government is delivering on its plan to provide reliable, affordable and clean en. . . Source: globalrenewablenews.com
Although quantum computing offers a promising solution for strongly correlated system simulation, existing algorithms face significant bottlenecks on current noisy intermediate-scale quantum (NISQ) devices. Here, we introduce QiankunNet-QSCI, a hybrid quantum-classical framework that addresses this challenge by combining efficient quantum-sampling with a transformer neural network. An efficient unitary selected configuration Interaction (USCI) ansatz especially designed for quantum sampling is p Source: arxiv.org
Most reported gains on agentic-LLM clinical benchmarks are often attributed to prompt engineering, yet our results suggest that larger improvements can come from architectural and engine-level design. We present MDIA, a Multi-agent Diagnostic Intelligence Agent implemented as a 7-node specialty-routed clinical reasoning graph, on the full HealthBench Professional benchmark (n = 525), on a non-fine-tuned LLM. MDIA achieves 0.6272 under OpenAI's GPT-5.4-2026-03-05, which is +3.72 pp above the perf Source: arxiv.org
The growing interest in Temporal Graph Neural Networks (TGNNs) stems from their ability to model complex dynamics and deliver superior performance. However, TGNNs encounter fundamental challenges in capturing long-term dependencies and identifying periodic patterns. To address these limitations, we propose TGFormer, a novel Transformer architecture specifically designed for temporal graphs. Our model redefines temporal graph learning by establishing a trajectory framework that aligns with time s Source: arxiv.org
Given an untrimmed video, temporal sentence grounding (TSG) aims to locate a target moment semantically according to a sentence query. Although previous respectable works have made decent success, they only focus on high-level visual features extracted from the consecutive decoded frames and fail to handle the compressed videos for query modelling, suffering from insufficient representation capability and significant computational complexity during training and testing. In this paper, we pose a Source: arxiv.org
Guyana’s Government is still in discussion with neighbouring Suriname to secure the Dutch-speaking nation’s partnership for Guyana’s planned second gas-to... Source: kaieteurnewsonline.com
Venezuelan energy consultant Dr. Einstein Mill n Arcia is accusing T&T’s Government of downplaying the true extent of the environmental damage caused by the ... Source: kaieteurnewsonline.com
Lai Ka-ying’s journey to China’s space station is more than a milestone for Hong Kong. It is a pivotal model for talent, civic purpose, scientific ambition,... Source: www.dimsumdaily.hk
The announcement Saturday by the Trump administration that it had largely reached an agreement with Iran has drawn denunciations from broad factions of the US political establishment, with Democrats joining Republicans to attack the proposed agreement as insufficiently advantageous to US imperialism. Source: www.wsws.org
QPM Energy eyes data-centre co-location at Isaac hub as AEMO flags 26-35 TWh data-centre demand by 2036, up to 12.5 of NEM, boosting wholesale prices. Source: smallcaps.com.au
Q4 Results Today, 25th May 2026 Live Updates: Find all the latest Q4 results 2026 updates of Aarti Pharmalabs, Aditya Birla Fashion and Retail, Abhishek Finlease, Abril Paper Tech, Active Clothing Co, Aditya Forge, Asian Hotels (West), Ajmera Realty & Infra India, Amanaya Ventures, Anjani Finance, Amara Raja Energy & Mobility, Aryan Share and Stock Brokers, Ashnoor Textile Mills, Asian Star Company, Atam Valves, Avax Apparels and Ornaments, Awfis Space Solutions, B.A.G. Films and Media, Indef Ma Source: www.thehindubusinessline.com
Decades of regulatory negligence in the Democratic Party-dominated state turned a preventable chemical hazard into a crisis threatening thousands of lives. Source: www.wsws.org
The rapid evolution of generative video foundation models has propelled the field toward professional-grade cinematic synthesis. To achieve such demanding quality, the community transitions towards Reinforcement Learning (RL) and agentic workflows. However, reliable evaluation has emerged as a critical bottleneck. Existing benchmarks predominantly evaluate ''whether it is right'' (basic prompt-following) while fundamentally neglecting ''whether it is good'' (cinematic quality, acting, and aesthe Source: arxiv.org
The New York State Energy Research and Development Authority (NYSERDA) today (May 21) announced over 6 million has been awarded to seven projects to advance technologies that can help . . . Source: globalrenewablenews.com
Elevate your workflow with the Cute Slime asset from SURIYUN. Find this & other Creatures options on the Unity Asset Store. Source: assetstore.unity.com
Oil prices fell and Asian stocks climbed on Monday over hopes a deal between the United States and Iran to open the Strait of Hormuz could be brokered.The price of North Sea Brent crude and West Texas Intermediate slipped close to five percent to 99.41 and 92.49 a barrel respectively.The United States and Iran appear closer than ever to a deal that would end the war that has ravaged the Middle East since late February, sending energy prices soaring and stoking global inflation. Source: www.al-monitor.com
Guangzhou, China, May 25, 2026 -- As the global consensus solidifies around 2026 as the inaugural year of scaled AI application, the focus of the tech sector has radically shifted from theoretical models to operational ROI. This paradigm shift took center stage at the recently concluded APEC Startup Alliance Forum, which convened to build consensus and gather cooperative momentum for Asia-Pacific SMEs. Source: www.manilatimes.net
Stock market recommendations: Samvardhana Motherson, and Zydus Wellness have been recommended as top stocks to buy for the week starting May 25, 2026 by Motilal Oswal Wealth Management Research Desk: Source: timesofindia.indiatimes.com
TAIPEI, May 25, 2026 /PRNewswire/ -- PROMISE Technology, a global innovator in enterprise storage solutions, announced it will showcase its latest AI-optimized storage portfolio at COMPUTEX 2026, highlighting a strategic focus on performance, storage expansion, and energy efficiency. Source: www.manilatimes.net
HANOI, Vietnam, May 25, 2026 /PRNewswire/ -- Global leading HVAC and precision cooling provider TICA successfully held its Vietnam Partner Conference in Hanoi, officially launching a series of new energy-efficient cooling solutions tailored for local manufacturing, infrastructure development and ESG-driven transformation. The event strengthened in-depth ties between TICA and its local partners, demonstrating the company's long-term commitment to supporting Vietnam's industrial upgrading and sust Source: www.manilatimes.net
Crude prices have dropped at the open, as the US and Iran reportedly inch toward a peace deal and several oil and gas tankers exit a key shipping lane. Source: michaelwest.com.au
Get the Island Survival Crafting Resources Icons Pack for Adventure and RPG Games package from Neprosto Assets and speed up your game development process. Find this & other 2D options on the Unity Asset Store. Source: assetstore.unity.com
Get the Adult Romance Lingerie Sex Shop Icons Pack for Dating Simulation and 18+ Games package from Neprosto Assets and speed up your game development process. Find this & other 2D options on the Unity Asset Store. Source: assetstore.unity.com
While we and many friends struggle to afford housing, water and nutrient dense food, rental prices have increased 74 in nine years; the cost of buying a new house has increased 82 . AirB&Bs and second homeowners now border our rental house. Source: www.opednews.com
Sun Pharma reported strong revenue and profit growth in the March quarter, but EBITDA margins faced pressure from increased investments and lower milestone income. The company anticipates range-bound margins and moderating revenue growth in FY27, driven by specialty launches and R&D spending. Domestic formulations remain robust, while US segment recovery is expected to be gradual. Source: economictimes.indiatimes.com
Cancer is expected to kill me in a year, and more medicine may add a few years, even though other medications already failed. I asked myself the big question. What should I do with the rest of my short life? My answer is that I am writing three books to save lives from preventable industrial disasters. My fights rage onward. Source: www.opednews.com
The Indonesian government is accelerating plans to build a giant sea wall along the northern coast of Java to address climate change, protect strategic economic centers, and mitigate the risks of land subsidence and rising sea levels. Source: e.vnexpress.net
Geopolitical instability, supply chain disruption, cyber threats, and the rapid adoption of artificial intelligence (AI) underscore the realisation that sovereign capability is fundamental to national resilience. Source: www.themandarin.com.au
Uttar Pradesh enhances sewerage systems to prevent river pollution, advancing Ganga cleanliness through multiple sewage treatment projects. Source: www.thehindu.com
A massive protest marched through Downtown Vancouver on Saturday, voicing its opposition to proposed AI data centres in the province. Source: vancouver.citynews.ca
MANILA, Philippines Some areas in Metro Manila and five provinces will experience scheduled power interruptions this week because of maintenance works, the Manila Electric Company (Meralco) said on Sunday. Source: www.manilatimes.net
Explore India's electricity grid's resilience amidst rising demand, ongoing power cuts, and challenges in distribution and renewable integration. Source: www.thehindu.com
BANGOR, ME Democratic Senate candidate Graham Platner has smoothed things over with supporters by covering up his Nazi death squad tattoo with a new tattoo of the communist hammer and sickle. Source: babylonbee.com
The government's 400-billion-baht borrowing plan and Land Bridge megaproject could place long-term financial burdens on the public, says Abhisit Vejjajiva, lead... Source: www.bangkokpost.com
This biotech firm develops therapies for urothelial cancers, leveraging proprietary delivery technology and a growing clinical pipeline. Source: finance.yahoo.com
Vir Biotechnology develops immunology-based therapies targeting infectious diseases through global partnerships and scientific innovation. Source: finance.yahoo.com
A step-by-step optimization of a real Node.js Docker image, from a 1.2GB monster to a 78MB production container. Each technique is benchmarked, copy-paste ready, and explained with the trade-offs. Source: the-practical-developer.online
Biotech firm Nektar Therapeutics advances a pipeline of immunology and oncology candidates through research-driven collaborations. Source: finance.yahoo.com
How Calif and Anthropic's Mythos cracked Apple's brand-new Memory Integrity Enforcement on the M5 in five days, what the bug actually is, and what defenders and exploit writers should take from it. Source: ironpeak.be
Emergency crews launch overnight mission to neutralize a volatile chemical tank at a Southern California aerospace facility in Garden Grove as Gov. Gavin Newsom declares state of emergency. Source: www.foxnews.com
Former Toronto city councillor and TTC chair Howard Moscoe has died at the age of 86. A cause of death was not immediately available. Moscoe started as a high-school art teacher and was president of the North York Teachers’ Federation and a governor of the Ontario Teachers’ Federation before unsuccessfully attempting to win a seat [ ] Source: toronto.citynews.ca
Panaji: Dielle trained for two years at one of Goa’s better-known hospitality institutions. She spent another 18 months working her way up from housekeeping to front desk. Source: timesofindia.indiatimes.com
Jonas Zibartas created a Cyberpunk 2077-inspired bomber jacket with a fully functional, flexible OLED screen built right into the collar. Source: www.hackster.io
Gurgaon Power Outage: Gurgaon faced a major power outage Friday evening. A fault at a Sector 72 substation plunged many areas into darkness. This happened during a severe heatwave, with temperatures soaring. The blackout also halted Rapid Metro services, stranding commuters. Residents endured sweltering conditions with no electricity. This incident follows other recent power infrastructure failures in the city. Source: economictimes.indiatimes.com
![[2606.13280] Generalization Bounds for Transformer-Based Next-Token Prediction in a Language Model](https://arxiv.orgstatic/browse/0.3.4/images/arxiv-logo-fb.png){kind=logo}
![Why Baku Supsa matters far beyond oil exports [ANALYSIS]](https://www.azernews.az/media/2026/05/30/65637358356823568_1.jpg)
.png)
