Stanford researchers compress LLM memory into 16 tokens and beat full context on five benchmarks

Fallahpour and colleagues at Stanford report 44.6% on PersonaMem-v2 against 30.9% for the next best method, using 16 tokens instead of the full collection.

RuntimeWire · 2026-11-06T00:49:26.887Z