Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents
Agents need adaptive compression across memory (5-20x), skills (500x), and rules (1000x+), but current systems are locked to a single level and fail to scale.
Agents need adaptive compression across memory (5-20x), skills (500x), and rules (1000x+), but current systems are locked to a single level and fail to scale.