Beyond Frozen Models: AI Agents Move Towards Continuous Learning and Self-Evolution

AI is shifting towards a new scaling law where models can continuously live and accumulate experience. Frontier research like RHO and SESA is enabling this self-evolution by allowing agents to learn and improve from their past failures.

2026-08-06 ~ 2026-08-06 · 2 related posts

• The Next AI Scaling Law: Letting Models Live Longer to Accumulate Experience — imjustnewatai · 2026-08-06
• Learning from Failure: RHO and SESA Advance Agent Self-Improvement — imjustnewatai · 2026-08-06