#continual-learning

CUHK Paper: Agentic Markdown Memory Is 'Memos, Not Memory'

CUHK Hangzhou paper formalizes that skill MDs and RAG stores are lookup tables, not learning: retrieval needs combinatorial coverage; weight updates generalize from O(N) examples.