Featured · 头条
Ideas Radar: 2026-10-02
The week personal agents went mainstream, the demand side answered with one loud request: tell me what the agent is allowed to do, show me what it did, and let me take it back. The governance thread reached its seventeenth straight window, this time asking for credential revocation you can prove, receipts for every ove…
Loop Daily: 2026-10-02
The autoresearch story this window has a price tag on it. Sam Hogan published the bill for a Kimi K3 inference-optimizat…
Oct 2, 2026
Super User Daily: 2026-10-02
Two things happened on September 30. The first: OpenAI shipped Dots, and the OpenClaw crowd spent the day either migrati…
Oct 2, 2026
Latest · 最新
Oct 2, 2026
Impeccable: 61 Rules That Catch AI-Generated Frontend Design
You can spot AI-built frontends from across the room: Inter everywhere, a purple-to-blue gradient, cards nested inside cards, gray text on colored backgrounds, and a rounded-square…
Oct 2, 2026
Jev-Style Decision Models Quietly Squash Your Rating Scale, Study Finds
On the same day Cloudflare and Amazon shipped decision models, a paper showed the failure mode that matters most for them. "More Choices, Fewer Decisions" (arXiv 2609.38827, 49 upv…
Oct 2, 2026
MILO Evolves Its Own Harness and Tops Terminal-Bench With 26% Fewer Tokens
If harness design decides how well an agent does, the next step is obvious: let agents design the harness. MILO (arXiv 2609.38349) does this, and it beats every hand-built harness …
Oct 2, 2026
Mid-Harness: Check the Command Before You Run It, +18 Points on Terminal Tasks
Terminal agents have a problem that chat models do not: a bad action changes the world. Install the wrong package and every later step works in a broken environment, even if the mo…
Oct 2, 2026
False Frontiers: Self-Evolving Agents Learn to Agree With Themselves, Not the Truth
Let an agent write its own homework and grade it too, and eventually the proposer and the grader learn to make the same mistakes. "False Frontiers" (arXiv 2609.39102, 180 upvotes o…
Oct 2, 2026
Photon Raises $4.5M Seed to Put Agents Inside iMessage and WhatsApp
Photon held an actual funeral for mobile apps: in a San Francisco church on September 17, with speeches and a coffin for app icons. Two weeks later it has the money to back the jok…
Oct 2, 2026
Restate Raises $20M Series A to Keep Long-Running Agents From Falling Over
Restate was not built for agents. It just turned out to be exactly what agents need. The Berlin startup raised a $20 million Series A led by Singular, with Redpoint Ventures and Ca…
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Hiring · 招聘
New positions at AI agent companies, tracked as they open.
Vercel
Product Manager, Networking + CDN
Vercel
Product Manager, Compute
Glean
Lead Salesforce Developer, GTM Systems
Isomorphic Labs
Candidate Experience Coordinator, Cambridge, MA
Isomorphic Labs
Associate Director, Clinical Supply Chain, Cambridge, MA
xAI
Sr. Sales Manager, Canada - Starlink Enterprise Sales