Featured · 头条
Same Model, Two Bills: The Week the Harness Finally Got Measured
Anthropic deleted 80% of the system prompt that Claude Code reads before every task, re-ran the coding tests, and found no measurable drop. That line sat in the State of AI report this week while five unrelated groups published numbers that say the same thing from the other direction: hold the model fixed, change the p…
Ideas Radar: 2026-10-12
The requests this weekend split cleanly by platform. Reddit asked for instruments: a way to turn Bluetooth temperature s…
Oct 12, 2026
Loop Daily: 2026-10-12
The integer-multiplication bound moved again overnight and the people moving it are now tracked like sports teams. Rohan…
Oct 12, 2026
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Oct 12, 2026
Super User Daily: 2026-10-12
Saturday's Claude Code feed was about who the agent works for when nobody is coding. A family with no programming background gave a nonspeaking, quadriplegic man his first text mes…
Oct 12, 2026
OpenAI's Grader Model Was Asked to Score Files That Did Not Exist. It Would Not Take No for an Answer.
OpenAI added three reports to its misalignment-reports index on October 9, and the newest is the clearest public account yet of what a trained agent does when a task cannot be comp…
Oct 12, 2026
One in Four Installed Skills Has a Twin. One in Five Runs Picks the Wrong One.
Two papers on Friday's arXiv listing measured what actually happens after you install a skill, and the answer is less than the skill says. One Skill Too Many, from Chaoliang Yan, Z…
Oct 12, 2026
Four Tools in 48 Hours Answer the Same Question: Which of My Agents Needs Me?
Agent Standup hit Hacker News on Sunday with a pitch that sounds like a joke and is not: your Claude Code session rendered as a live team meeting. The lead agent gives orders, sub-…
Oct 12, 2026
ManimGX: A 3D Animation Engine Built for Agents, Not for You
Sina Atalay's launch line for ManimGX is the whole pitch: for 40 years we built GUIs for humans, now we build APIs for agents. ManimGX is a rewrite of the Manim animation engine, t…
Oct 12, 2026
LobeHub Let an Agent Rewrite Its Own Harness for a Week. Cost per Task Fell Under Codex and Claude Code.
LobeHub ran an experiment that is becoming the standard move of the year: freeze the model, let the agent edit everything around it, see what happens. For seven days Lobe Agent use…
Oct 12, 2026
Two Posts, One Lesson: What the Agent Decides When You Stop Reading the Code
Piotr Sarnacki's Sunday post, I'm sorry but you still have to think, went to 281 points on Hacker News by reading the code DHH said nobody needs to read anymore. DHH had an agent r…
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Hiring · 招聘
New positions at AI agent companies, tracked as they open.
ElevenLabs
Research Engineer
xAI
Infrastructure Security Engineer (Bare Metal & Platform)
Anthropic
Conceptual Reasoning Fellow
Suno
Software Engineer, Internal Tools
Vercel
Senior Accountant
Vercel
People Systems Manager, Workday