AI Research news and analysis on Web Pulse: 9739 curated articles tracking the latest AI Research developments, tools, and research, updated continuously from vetted sources.
Researchers introduced BlockPilot, a new speculative decoding method that adapts block sizes to individual inputs, achieving up to 4.20 times speedup on Qwen3-4B. The approach reduces document processing time by 40% with…
Researchers introduced Outcome Reward Models (ORMs) for Text-to-SQL verification, using semantic scoring to outperform traditional heuristics. Their GradeSQL framework automates candidate generation and labeling, achievi…
A new study reveals that large language models with higher self-consistency are more prone to errors, particularly in critical fields like healthcare. The research tested ten models across 491 concepts and found that con…
AxDafny, a verifier-guided framework, achieved a 92.7% verification success rate on DafnyBench, outperforming GPT-5.5 by 6.5 percentage points. The tool generates code with proof artifacts, setting a new benchmark in aut…
AI-driven materials discovery is advancing with new techniques that reduce costs and improve efficiency. Researchers have integrated a Gaussian process acquisition gate into the workflow, allowing models like MatterGen, …
Oak Ridge National Laboratory's Advanced Plant Phenotyping Laboratory has deployed an AI framework that reduces plant image analysis from weeks to seconds, using a conversational Co-Scientist Agent and a Compute Agent ru…
Large language models are powering an adaptive vehicle routing system that dynamically clusters and refines routes for large-scale logistics, handling up to 500,000 customers. The approach outperforms traditional static …
Vantage Data Centers filed permits for a $25 billion AI data center campus near Abilene, Texas, in collaboration with OpenAI and Oracle. The Frontier campus will span 1,200 acres with 10 data centers, creating over 5,000…
KAIST researchers developed an AI model called BehaVERT that interprets mouse movement patterns like language, successfully identifying autism-related behavioral traits in mice without prior biological knowledge. The mod…
ReactionAtlas, a machine-learned tool, constructs chemical reaction networks from seed molecules without traditional manual input, mapping approximately 47,000 reactions among 12,000 compounds. The tool uses a DFT-traine…
Researchers introduced Hierarchical Global Attention (HGA), a method that reduces GPU memory usage in long-context transformers by using hierarchical routing, enabling a 64K-token context on an RTX 5090 GPU with 32GB mem…
Researchers testing GPT-2 style models on 'impossible' languages found that while the models showed gradual decline in grammatical sensitivity, they struggled significantly with generative production, failing to produce …
ITG Inc., an Oaktree-backed infrastructure builder, raised $312.2 million in its Nasdaq IPO but priced shares at $16, below the $19-$22 range, as investors discounted the company despite the AI infrastructure boom. The f…
Researchers at MIT found that large language models develop a modular cognitive architecture mirroring the human brain, with distinct neuron sets supporting language, formal reasoning, social reasoning, and physical reas…
Anthropic is reviving the Fable 5 project, with details on its release timeline and pricing structure. The move signals Anthropic's continued investment in AI-driven storytelling and interactive experiences.
Researchers developed a closed-form model of Group Relative Policy Optimization (GRPO) training dynamics, predicting reward trajectories and stability thresholds from first principles. The model subsumes empirical satura…
Researchers introduced TheraJudge and TheraAgent, a framework that uses multi-agent systems and human-aligned evaluation to improve therapeutic quality in mental health support LLMs, achieving a +0.43 improvement in clin…
Researchers introduced AgRefactor, an LLM-based multi-agent workflow that refactors software into HLS-compatible code with a self-evolving memory system. On 9 of 11 challenging benchmarks, it outperformed state-of-the-ar…
A new study using computational modeling shows that artificial agents exhibit hysteresis in regulatory control, where the same uncertainty target requires different levels of adaptive gain depending on the agent's histor…
Researchers released a benchmark for Arabic-Russian scientific translation, including a 27,000-sentence parallel corpus and fine-tuned multilingual models. The Qwen2.5-7B model achieved BLEU 23.15, outperforming zero-sho…