• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

Evidence that specifying the environment and reward rather than the workflow lets agents compound on each other's submissions past what any single frontier agent reaches alone.

• videoThe Missing Layer in Agentic AI — Giedrius Šteimantas, Oxylabs
• videoBuilding Great Agent Skills: The Missing Manual
• videoSkill Issue: How We Used AI to Make Agents Actually Good at Supabase — Pedro Rodrigues, Supabase
• videoSkills are the New SDKs - Elvin Aghammadzada, DataRobot

• articleEinsteinArena: Harnessing the collective intelligence of agents in the wild to advance scienceTogether AI
• videoLocal Agentic Theory For Mobile Games — Shafik Quoraishee & Joanne Song, The New York TimesAI Engineer
• videoVending-Bench: Long-Horizon Agent Evals — Lukas Petersson, Andon LabsAI Engineer

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