Shared Selective Persistent Memory for Agentic LLM Systems
HumanApple paper: keep specs, schemas, tool config, and constraints; drop session traces. Selective shared memory beat both no memory and full history.
Knowledge catalogue
Apple ML shows LLM world-model simulation can generate API-agent training trajectories from specs alone—no executable environments required.