Signal of the week

Robotics & physical AI · 55 stories, +30 vs last week

Robotics & physical AI: 55 stories in seven days, +30 on the week before.

ValleyWorld Models Will Soon Be Inescapable. Here’s What You Need to Know Wired AI

AsiaChina’s Pudu Robotics, which makes 80% of its sales abroad, takes on Tesla in humanoids SCMP Tech

Latest

SequoiaValleyPartnering with Edelbyte: Data Infrastructure That Keeps Up With AI's Curiosity AI agents will ask far more questions of a company's data than people ever did. Edelbyte is building the data platform that can answer all of them, fast and at a price that makes sense.

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GitHub Trending (daily)GitHubvercel-labs/agent-browser

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GitHub Trending (daily)GitHubcloudflare/security-audit-skill

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GitHub Trending (daily)GitHubgoogle/skills

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GitHub Trending (weekly)GitHubthedotmack/claude-mem

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GitHub Trending (weekly)GitHubmax-sixty/worktrunk

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GitHub Trending (weekly)GitHubDonchitos/Claude-Code-Game-Studios

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Google Developers BlogLabsAgent Distraction Analysis of over 913,000 coding agent sessions reveals that 13% expose agents to inline TODO(b/...) comments.

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Google Developers BlogLabsCost per task: Using cheap classifiers to route across Gemini models and thinking levels Per-token API prices keep falling, yet engineering bills for autonomous coding agents keep climbing....

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Google Developers BlogLabsDevFest is back! DevFest 2026 runs from October 1 to December 31, bringing together nearly a million developers across more than 800 global events centered on the agentic AI era.

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Nikkei Asia TechnologyJapanNvidia probes CEO Jensen Huang's affair amid China security concerns US intelligence reportedly suspects woman of links to Chinese espionage

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Nikkei Asia TechnologyJapanBinance hack clouds Singapore crypto push for tokenized stocks Digital asset players bet big on equities amid heightened cyber risks

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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 two hundred 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