Gödel Machine

Nov 10, 2026

Agent Self-Improvement Without Formal Proofs

Why Schmidhuber's Gödel machine was never built, and how agent self-improvement swaps its proof gate for empirical gates: benchmarks, archives, survival.

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AI 25 Continuous Learning 24 LoRA 17 Fine-Tuning 13 Self-Training 10 SFT 8 Continual Learning 7 Catastrophic Forgetting 6 AI Agents 5 Data Selection 3 Evaluation 3 Meta-Learning 3 Self-Training Agents 3 Agents 2 Experience Replay 2 GRPO 2 LLM 2 Recursive Self-Improvement 2 Reinforcement Learning 2 RLHF 2

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