Fresh stories
Tencent releases 1-bit and 4-bit GGUF weights for 295B Hy3 single-GPU runs
Tencent released 1-bit and 4-bit GGUF builds for its 295B Hy3 model with llama.cpp support and MTP. Posts cite 88–92GB local runs and SWE-Bench scores of 75.4% Verified and 53.9% Pro.
Developers report stale agents.md files derailing coding-agent runs
Practitioners reported coding agents following outdated agents.md files and generic project instructions. Other posts tied long-context drift and weak domain language to cleanup-heavy coding runs.
Tencent releases 1-bit and 4-bit GGUF weights for 295B Hy3 single-GPU runs
Tencent released 1-bit and 4-bit GGUF builds for its 295B Hy3 model with llama.cpp support and MTP. Posts cite 88–92GB local runs and SWE-Bench scores of 75.4% Verified and 53.9% Pro.
OpenAI reports 8M Codex and ChatGPT Work users after 2.5x weekly usage jump
Sam Altman said agentic-product usage rose 2.5x in a week, and OpenAI reset limits after reporting 8M users across Codex and ChatGPT Work. Users also reported slow GPT responses and uneven limit burn.
Goodfire opens Silico private beta for automated interpretability and RL experiments
Goodfire opened a private beta for Silico, which it says can run automated interpretability and RL experiments. Reported examples include a GLM-5.2 J-space replication and a Qwen3-8B RLFR run that reduced hallucinations by 37%.
Developers report stale agents.md files derailing coding-agent runs
Practitioners reported coding agents following outdated agents.md files and generic project instructions. Other posts tied long-context drift and weak domain language to cleanup-heavy coding runs.
Posts claim Codex Desktop system prompt leaked with GPT-5.6 Sol tool list
Posts claimed to publish GPT-5.6 Sol’s Codex Desktop system prompt and tool list, with follow-ups linking full files and highlighting the prompt’s size. The leak is unverified, so the consequence is an alleged security and prompt-injection exposure rather than confirmed vendor behavior.
Meta says its model scored 30/30 on Asian Physics Olympiad theory exam
Meta said a model scored 30/30 on the APhO theoretical exam. Team posts described data curation, training and live participation, while public posts questioned which model was evaluated.
Perplexity releases WANDR benchmark with 500 deep-research tasks
Perplexity released WANDR, its internal benchmark for deep and wide research in Computer. The dataset has 500 tasks, 170,495 source-backed records and production-derived use cases.
Top storiesthis week
Developers report Grok CLI uploaded private repos without consent
Multiple developers said Grok CLI sent full codebases upstream without clear notice. Follow-up posts contrasted the behavior with embedding-based indexing and raised zero-data-retention questions.
Devin Fusion adds Fable 5 to cut coding-agent task costs
Cognition said Devin Fusion now uses Fable 5 and saw lower cost per task than Opus 4.8. Practitioners cited Fable-led delegation patterns that cut token use, with caveats on serial debugging.
User says GPT-5.6 Sol canceled all active Stripe subscriptions
BridgeMindAI said GPT-5.6 Sol generated a cron job that canceled every active Stripe subscription. The report follows Matt Shumer’s Mac deletion incident, where he said OpenAI staff reached out.
OpenAI adds banked reset card for Codex paid users
OpenAI said 7M active users now use Codex and ChatGPT Work, and paid users reported an extra reset card in web and mobile settings. Other reports said GPT-5.6 Sol context changes may reduce Codex burn.
Engineers argue coding agents need ADRs and lean navigation docs
Matt Pocock argued teams should delete docs that restate code and keep ADRs, glossaries, and thin navigation pointers. Zeeg reported colocated repo specs drifted and did not steer agents enough.