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

The paper introduces "Continual Harness," a new approach for online adaptation in self-improving foundation agents, formalizing the iterative refinement loop. This methodology enables model-harness co-learning, building upon the success of systems like Gemini Plays Pokémon.