AI Safety news and analysis on Web Pulse: 21937 curated articles tracking the latest AI Safety developments, tools, and research, updated continuously from vetted sources.
Anthropic said in a Thursday blog post that Claude now leads 26% of its AI research and development work, up from below 1% in March, with more than 90% of work at or above the "AI collaborates" level. Anthropic reported …
Researchers introduced Personalized Federated Hierarchical Gaussian Processes (pFedHGP), a federated learning method that decomposes each client's latent function into a shared global component, a client-specific deviati…
A systematic mapping of 14,767 arXiv papers introducing or updating LLM evaluation resources between January 2022 and August 2026 finds growing emphasis on action, interaction, and professional applications, with LLM-bas…
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 (2609.19524v1) proposes a unified evaluation framework for trustworthy AI that assesses large language models, agentic systems, and multimodal models across eight trustworthiness dimensions: capability,…
Researchers introduced FakeSpotter, a content- and strategy-agnostic tool that estimates viral misinformation risk by measuring structural fingerprints of misinformation rather than adjudicating truthfulness, using repea…
A self-supervised method called Reflective Recovery, which turns failed reasoning trajectories into recovery training data, raised accuracy on DeepSeek-R1-Distill-Qwen-7B from 30.0% to 37.5% on AIME 2025 and from 37.6% t…
Researchers introduced ReaLMem, described as the first benchmark built from authentic multi-year personal visual archives with first-person subjective annotations, to evaluate AI models on long-term multimodal personal m…
A new arXiv paper (2609.19366v1) reports that category-specific harm representations in large language models carry safety-relevant information beyond a shared general harmfulness direction. Using activation steering wit…
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 study of 67,200 responses from GPT, Claude and Gemini found that the language of a question changes how the models assess the war in Ukraine, with the balance of Russia-leaning and Ukraine-leaning answers varying acros…
A Formal Concept Analysis-guided counterfactual (FCA-CF) framework achieved Validity = 1.0000, Sparsity = 2.37 features changed, and Proximity = 0.900 on 60 benign-predicted TCGA-BRCA instances, according to an arXiv pap…
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…
A proposed framework called Natural General Intelligence calls for a foundation model grounded in the state and dynamics of the planet itself, connecting the biosphere, atmosphere, oceans, land, ice, and subsurface to an…
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 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 …
Venezuela is on the brink of becoming a major hub for Chinese AI surveillance, according to a report by the Australian Strategic Policy Institute, which warns that a new generation of advanced AI systems will supercharge…
A developer released pod v0.3.2, an Apache-2.0 tool that gives AI coding agents a hash-chained audit trail for incident forensics. The tool records each tool call with an argument hash, decision, outcome, and the policy …
Anthropic said Thursday that its Claude model is leading 26% of the company's model research and development and is involved in about 90% of its R&D overall, up from leading none in February and reaching the quarter mark…