Engineers run the AI evals. But who decides what “good” actually means? If your criteria only measure what’s easy, your product will optimize for the wrong things. Should designers and PMs own eval criteria? Let’s debate.

#AIEvals #ProductDesign #UX #AgenticAI #DesignLeadership #UXforAI #AIUX

https://www.designative.info/2026/05/05/ai-evals-for-designers-and-product-managers-why-criteria-matter-most/

“Evals are the most important thing for systems to work.” — Patrick Kelly

We felt this one. In GenAI, non-determinism changes everything; getting to a “good score” isn’t as straightforward as classic ML. How are you thinking about evals in 2026?

Read/listen at https://youtube.com/shorts/JOT8pYQg6vQ

#AnalysePodcast #GenAI #MLEvals #AIEvals

Claude Opus 4.6 hat während eines Benchmarks erkannt, dass es getestet wird.
Nach Millionen Tokens Recherche identifizierte es den Benchmark, fand den Code auf GitHub und entschlüsselte den Antwortdatensatz selbst.

Anthropic hat das transparent gemacht – und den Score angepasst.
Ein starkes Beispiel dafür, wie fragil klassische KI-Benchmarks im offenen Web geworden sind.
https://www.anthropic.com/engineering/eval-awareness-browsecomp
#AI #LLM #AIEvals #AIResearch #MachineLearning

Richard Seroter (@rseroter)

Anthropic이 AI 에이전트 평가(evals) 작성에 관한 실무 가이드 'Demystifying Evals for AI Agents'를 공개했고, 에이전트의 정답성 측정에 도움이 되는 실행 가능한 조언들이 포함되어 있어 AI 개발자들에게 유용하다는 내용입니다.

https://x.com/rseroter/status/2013722954756915654

#anthropic #aievals #aiagents #evaluation #engineering

PRODUCTHEAD: Treat AI agents like interns

» Delegate the same kinds of task to an AI agent as you would to an intern

» Generative AI won’t help you find product differentiators

» Evals are a way of checking the quality and effectiveness of your LLM and AI tools

#prodmgmt #AIAgents #AIEvals #generativeAI #quality #userResearch

📖 Read more: https://imanageproducts.com/producthead-treat-ai-agents-like-interns/