Continual Harness: Online Adaptation for Self-Improving Foundation Agents [R]

Sharing a new paper from the GPP and PokeAgent teams. Gemini Plays Pokémon (GPP) was the first AI system to complete Pokémon Blue, Yellow Legacy on hard mode, and Crystal without losing a battle. How? Early signs of iterative harness development. In the Blue era a human watched the stream and edited the harness. By Yellow Legacy and Crystal, the model itself was performing most of the editing through general meta-tools (define_agent, run_code, notepad edits