興味深い
We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math.
It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training.
We call this Weight-Space Programming: frontier LLMs can now natively read/write neural network weights! 🧵
Blog: rikiyat.github.io/blog/weigh…
「特務機関NERV防災ライブ」、YouTubeで24時間配信を開始
※動画には過去の災害データが含まれるため、苦手な方はご視聴をお控えください。
ライブ配信URL→ youtube.com/@UN_NERV/live
プレスリリース→ gehirn.co.jp/news/2026-11-02…
うげー、解約かなぁ...
Bad news for ChatGPT users: starting in December, Plus, Pro and Business limits will be shared across ChatGPT and Codex.
OpenAI quietly updated its help page. Usage will now be measured in tokens, so bigger models and harder tasks burn through your allowance faster. Only Instant chat stays free of the limit. Hit the cap and you wait, upgrade or buy credits. Heavy Codex users may feel this one.
おいおいおいおい
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ryohin-keikaku.jp/news/artic…
loutreも載ったよ
hub.xerj.org/contributors/co…
introducing XERJ Corpus Hub, reference memory for AI agents.
give your agent a corpus for your task. watch it become superintelligent.
> finds the answers in indexed expert knowledge
> applies them to your code, research, and projects
> works with any model.
free and OSS forever/Apache 2
install in one prompt:
>Install XERJ (docs: xerj.org/llms.txt), index this project’s sources, docs, and logs, and connect hub.xerj.org as reference memory hub
















