The name is the button.

An agent writes the code now, and a human thumb hovers over Accept all a hundred times a day. The honest question of this decade is what, exactly, you just accepted. So I read the diff.

Eight years as a backend engineer in Stockholm, back in Tokyo since 2023, and I still ship something small most nights, usually badly. My one rule: the only real review of a model is the thing you built with it. That is why there is no leaderboard on this site.

Around a hundred and forty sources come through — the labs' own posts, the papers, the tools, the runtimes and languages nobody is watching yet, the chip under the demo, and the newsletters people actually forward. What is moving gets counted so the week reads at a glance, and every few days I explain one mechanism in plain words.

A story here is a headline, a short excerpt, one image and the link to whoever wrote it. We never reproduce the post; the images belong to their authors. A post written in Japanese appears in Japanese, exactly as it was published, and the link goes to the original.

— Yuki Halvorsen, Tokyo

← Accept All Archive

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エージェントの記憶は「要約」ではなく「KVキャッシュの直接操作」で圧縮できるのか、135Mモデルで試した

10.24

これは何の話か海外AIネタ100日チャレンジDay 025。今回取り上げるのは清華大学・香港中文大学の論文「Cache Engineering for Agents」(HF Daily Papers、2026-10-21投稿、2026-10-22時点Daily Papers 4位・109 upvote)と、その公式実装AKV(Apache-2.0)だ。

Research

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JapanCloud infrastructure transformation at LY Corporation: introducing the architecture of Flava, the next-generation platform integrating two massive clouds LINE Engineering

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エージェントの記憶は「要約」ではなく「KVキャッシュの直接操作」で圧縮できるのか、135Mモデルで試した

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