A model-agnostic autonomous reasoning system that improves decision quality by learning from structured failure, strictly separating creativity (LLM) from intelligence (Loop).
python autonomous-agents system-design cognitive-architecture ai-research self-correction model-agnostic decision-intelligence llm-reasoning failure-learning
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Updated
Dec 27, 2025 - Python