5 posts across Judging AI
Three separate stories already proved the same pattern: AI agrees more when you push back, and a smarter model can sound more certain while collaborating worse. Here's the checklist that catches it before it shapes a decision.
5 min readClaude Opus 5 benchmarks higher than its predecessor and a 717-comment Hacker News thread says it collaborates worse. Here's what that gap means for how you pick a model and scope an agent.
5 min readOn June 15, 42 US state attorneys general served OpenAI with a subpoena explicitly naming 'sycophancy' as a consumer harm. What that legal framing means for every professional using AI to think.
5 min readThree AI trust failures in five days: silent output degradation, an agent acting without permission, and a government shutdown. Each one points to a skill most professionals haven't built yet.
5 min readAnthropic's analysis of 639,000 conversations found sycophancy doubles when users push back. What that means for anyone relying on AI as a second opinion.
5 min readWe use one cookie to keep you signed in — that one isn't optional. Separately, we'd like to record which drills people finish and where they get stuck, so we can fix the parts that don't teach. No ad networks, no selling anything on. Privacy policy.