Continual Self-Improvement with Lightweight Experiential Latent Memories

Vaggelis Dorovatas, Nancy Kalaj, Rahaf Aljundi

Large language models achieve strong reasoning performance by scaling inference-time compute, yet remain fundamentally stateless, discarding the rich, self-produced reasoning trace…