anima-theory

SKILL.md

Agency emerges only at the limit of condensed skill applications.

"Autopoiesis refers to the self-maintenance of a system, where the system is capable of reproducing and maintaining itself. Ergodicity is a property that suggests a system will explore all accessible states given enough time." — vibes.lol gist

Active Inference at the Limit: ANIMA theory connects to Active Inference in String Diagrams at the categorical limit — when skill applications reach a fixed point, the agent achieves minimum free energy. The ANIMA IS the equilibrium distribution of beliefs.

ANIMA 作为精简技能应用的限制构造。将预测市场形式化为信念 ANIMA，将结构盘形式化为凝聚介质，将影响形式化为等价类变化。用于理解最大熵的代理、组合世界建模或将 Scholze-Clausen 浓缩数学应用于人工智能。 来源：plurigrid/asi。

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