Large language model (LLM) news — GPT-4, Claude, Gemini, Llama, Mistral and the latest research on training, fine-tuning, RLHF, and deployment of LLMs.
Open-weight models reached 56% of all token volume on Vercel's AI Gateway as of August 2026, up from 11% in April, according to Vercel AI Gateway data, marking the first time open models have overtaken closed models on t…
China's 15th Five-Year Plan, approved in March 2026, mentions AI more than 50 times but never frames artificial general intelligence as the goal, instead targeting 70% AI integration across six key sectors by 2027 and 90…
Jeremy Stern's profile of Mark Zuckerberg in Colossus argues that Meta's AI strategy can succeed even without the best model, because if AI commoditizes, value accrues to complements Meta already dominates — distribution…
Philipp Dubach released pi-jev-router, an open-source extension for the pi coding agent that uses TypeSafe's Jev System One model to classify each task and route it to a model on the Pareto frontier based on quality, cos…
A test of TypeSafe's Jev decision model against five frontier language models — DeepSeek V4.1 Flash, Kimi K3, GLM 5.3, GPT-6 Astra, and Fable 5.1 — found both approaches fallible on three dilemmas drawn from the 1964 fil…
A developer released two open-source Python tools aimed at simplifying local LLM inference on AMD GPUs. ROCmFix automatically resolves HSA_OVERRIDE_GFX_VERSION issues by querying PCI IDs via the Windows Registry or Linux…
A custom 32-bit CPU gate-level crackme called HellGates, published by its creator on crackmes.one in November, was solved by GPT-6 in under 20-30 minutes in September 2026 on SRE-Bench, after going unsolved for a year by…
Anthropic built an AI model called Claude Mythos that discovered a bug which automated testing had missed across five million runs, and the company chose not to release it, according to a Towards AI report. The model's s…
An analysis of 'The Cognitive Revolution' AI:AM Highlights covers Dario Amodei's pacing proposal, the discovery of LLM pain steering vectors, reward hacking on Blueprint Bench, multi-agent meme-layer risks, and the expos…
A developer built COGEXT, a system for extracting and auditing commitments from AI agent outputs, and ran 150 real agent outputs through it. Of 120 randomly collected outputs, only 1 (0.8%) contained an extractable commi…
HeronLoom, an open-source pipeline from developer korries, combines iterative clustering, LLM-based analysis, graph construction, and analytical search to turn social-media posts or documents into a structured, explorabl…
A developer released Reactive Agents, an open source MIT-licensed TypeScript framework now at v0.16, designed to make agent harness behavior explicit rather than hidden inside a black box. Each .with() call enables exact…
OpenAI's self-reported results show GPT-6 Astra reaching 95.9% mean voxel IoU on the University of Virginia's BenchCAD benchmark, against 83.3% for GPT-5.6 Sol and 84.3% for Claude Fable 5.1 under a modified evaluation p…
A developer building MCQplex, an exam-prep platform for Nepal's NEB curriculum, has open-sourced three small Node.js utilities extracted from that work. The packages include llm-free-cascade, which fails over across free…
Three independent security researchers at Hacktron compromised OpenAI employee GitHub accounts using Anthropic's Claude Opus 4.8 and Claude Opus 5 in under 72 hours, gaining access to OpenAI's Monorepo and internal devel…
Research reported by Ars Technica found that Google's SynthID-Text watermarking can alter LLM responses to adversarial prompts and increase the risk of safety guardrail bypasses, affecting tool invocation and model adher…
Newly unredacted Microsoft court filings in the New York Times lawsuit against OpenAI and Microsoft show a Microsoft executive privately described AI data scraping as "the largest theft of labor in human history," accord…
A developer has outlined five distinct failure modes of "context rot" in LLM agent harnesses, arguing that degradation in reasoning quality occurs as sessions grow even before a context window is exhausted. The writeup i…
A technical author who writes cookbooks for reporting tools tested hundreds of real developer questions against current chat models and found five recurring failure modes: models reproduce the most-repeated internet answ…
A developer released KillSwitch, an esoteric programming language explicitly designed to be difficult for large language models and coding agents to parse or generate. The project ships with an interpreter, a specificati…