#LLM
Curated coverage on «LLM»: releases, research, benchmarks, open-source.
Cognition opens London office as UK team grows 200% in six months
Devin's maker opened an office at The Gilbert on Finsbury Square. Its UK team grew by more than 200% in six months, and Access Group rolled Devin out to 2000…
EinsiaAI Launches Quant Arena: Half of 9 LLMs Lose Money on China's A-Share Market
Nine models from six vendors wrote and refined trading strategies for the Chinese market. On held-out data, only GPT and Opus 5.5 stayed profitable; the best result…
ReGDiff Teaches Diffusion Models to Design Metamaterials Without Copying or Producing Defects
ReGDiff first organizes the latent space, then pushes the model away only from its nearest training samples during sampling. The resulting structures are novel and…
HeirCommit Filters Out Up to 83% of Harmful Updates in Self-Evolving LLMs
ACT3D teaches a VLM to explore 3D scenes and beats Gemini 3.6 Flash: 53.2% across six benchmarks
Librarian Agents: LLMs Pre-Build the Workspace and Gain 33 Points on BrowseComp-Plus
Intact cuts prompt injection success in browser agents from 73.1% to 12.8%
Vercel launches Drives: agents get persistent storage of up to 16 TiB
Vercel Drives is now generally available for Sandbox on all plans. An agent can mount one disk in different environments and keep working with the same files. Sizes…
Vercel launches BYOC on AWS and an agent authorization beta as AI token usage quadruples
Vercel made BYOC on AWS generally available and opened a beta of Enterprise-Managed Authorization. Enterprise token spend on AI Gateway grew 4x in three months.
Google Antigravity Finds an Antimicrobial Peptide Candidate in a 97-Amino-Acid Protein
Mistral releases Timestral: a 209M-parameter model that tops three benchmarks
Anthropic lets six METR auditors into its office, with the right to publish reports without a veto
Claude Traced the Origin of the NIST ECDSA Curve Seeds in Half an Hour
RVCBench Tests 18 Voice Cloning Models on Noise, Compression, and Anti-Cloning Protection
UBC researchers present RVCBench at NeurIPS 2026: 18 voice cloning models tested on noisy recordings, phone channels, and "anti-clone" protection.
The Expectations Gap: 91% of Anthropic Employees and 39% of Americans Expect a Nobel-Level AI Breakthrough
Anthropic has published research on AI expectations: 91% of its employees and 39% of Americans expect Nobel-level discoveries by 2030. The gap in forecasts spans…