AI Agents news and analysis on Web Pulse: 37545 curated articles tracking the latest AI Agents developments, tools, and research, updated continuously from vetted sources.
Researchers introduced MAGS, a unified multi-agent framework that generates executable programs with formal safety guarantees by using Dafny as a verification-aware intermediate representation, according to an arXiv pape…
A new arXiv paper (2609.19387v1) introduces AutoTuring, a benchmark that gives the same AI agent the same 15-dimensional accelerator design space twice — once as named architectural knobs with simulator counters and once…
A paper on arXiv (2609.19519v1) proposes a three-part hierarchical architecture for long-horizon language-model agents — time-scale-indexed levels, a clocked tick as the unit of autonomous action, and cascaded intelligen…
A new arXiv paper (2609.19526v1) introduces Recursive Self Improvement via Fast Tree-search (SIFT), a sample-efficient framework that lets coding agents recursively modify their own implementations under strict budget co…
A new arXiv paper (2609.19524v1) proposes a unified evaluation framework for trustworthy AI that assesses large language models, agentic systems, and multimodal models across eight trustworthiness dimensions: capability,…
A new arXiv paper (2609.19538v1) proposes a hierarchical hybrid large language model (LLM) and multi-agent reinforcement learning (MARL) architecture for low-altitude wireless networks (LAWNs) supporting heterogeneous un…
Researchers constructed UC-Bench, a human-annotated benchmark for detecting user-side implicit conflicts in Human-LLM dialogue, and found existing LLMs struggle with the task, especially when conflicts stem from implicit…
A frontend-backend architecture that lets full-duplex speech-to-speech models delegate tool calls to a text-based backend LLM achieved 92-97% tool-call recall and 81.2% accuracy in rejecting irrelevant calls in a single-…
A new arXiv paper (2609.19425v1) reports that tool-augmented LLM agents hallucinate calls to tools that do not exist, and that no existing tool-selection or gating defense can reject them because a fabricated call is by …
A cooperative framework called UnifiedPlayers, comprising a Planning Player, an Execution Player, and an Evaluation Player, outperformed the strongest prior baseline by at least 3.5% on mathematical reasoning and 3.9% on…
A new arXiv paper (2609.20152v1) introduces MTVA-Bench, a benchmark that evaluates the language model inside cascaded voice agents under the same conditions it faces in production, covering 49 agents, 490 reviewed scenar…
A paper posted to arXiv (2609.20080v1) proposes a conceptual Agentic AI architecture to support multi-domain decision-making across Brazil's Navy, Army, and Air Force, targeting the observe-orient-decide-act (OODA) decis…
Anthropic announced that future Claude models will embed an invisible watermark based on Google DeepMind's SynthID-Text, a deployment with regulatory relevance under Article 50(2) of the EU AI Act, which requires provide…
The World Economic Forum called for institutionalized public-private partnerships to prevent and de-escalate conflict as artificial intelligence spreads and geopolitical tensions intensify, warning that states are not th…
A developer has published a from-scratch Python walkthrough for building a retrieval-augmented generation (RAG) system, covering chunking, embeddings, a minimal vector store, hybrid retrieval, re-ranking, and cited gener…
A developer released a free, MIT-licensed GitHub Action that scans pull request diffs for malicious code using regex and semgrep rather than an LLM, targeting command execution, credential access, exfiltration, auto-run …
Cooley built a proprietary AI product called GO Public on top of ChatGPT Work to compress the most labor-intensive phases of an initial public offering, the international law firm announced September 18, 2026. Cooley, wh…
OpenAI introduced a legal industry version of its GPT-6 Astra model on September 17, 2026, initially available to a handful of law firms through Trusted Access in ChatGPT and Codex, the Sam Altman-led company said. The s…
Cognition launched Code Scans, a Devin feature powered by its Agentic MapReduce architecture that turns engineering goals into codebase investigations and pull requests. In a test on the Dioxus repository, Code Scans cut…
A new method called RetireOPD proposes self-retiring on-policy distillation to give multi-turn reinforcement learning agents dense token-level supervision from a self-teacher with privileged task skills, so a skill-free …