The self-improving AI agent built by Nous Research. It's the only agent with a built-in learning loop — it creates skills from experience, improves them during use, nudges itself to persist knowledge, ...
Key findings. Performance drops sharply with scale (Qwen3.5-397B: 90.6% → 0.7% from 4×4 to 12×12). Vision is the bottleneck, not history length — Qwen3.5-397B and Kimi-K2.5 solve Matching Pairs ...
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