Researcher says engram modules are foundational for continual learning

OpenAI researcher Will Brown argued that engram modules will be a foundational component of continual learning, and proposed an 'agentic gradient' concept where agents can freely modify their own harness and weights.

2026-10-20 ~ 2026-10-20 · 3 related posts

• "Agentic gradient": letting agents freely modify their own harness and weights — willcb · 2026-10-20
• will cb: engram modules are fundamental for continual learning, not just an efficiency trick — willcb · 2026-10-20
• Will Brown: engram modules look fundamental to continual learning, not just an efficiency trick — lu__jasper · 2026-10-20