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 作為精簡技能應用的限制構造。將預測市場形式化為信念 ANIMA，將結構盤形式化為凝聚介質，將影響形式化為等價類變化。用於理解最大熵的代理、組合世界建模或將 Scholze-Clausen 濃縮數學應用於人工智能。 來源：plurigrid/asi。

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