Watts-per-Intelligence Part II: Algorithmic Catalysis 事件

Watts-per-Intelligence Part II: Algorithmic Catalysis arXiv:2604.20897v2 Announce Type: replace-cross Abstract: We develop a thermodynamic theory of algorithmic catalysis within the watts per intelligence framework, identifying reusable computational structures that reduce irreversible operations for a task class while satisfying bounded restoration and structural selectivity constraints. We prove that any class specific speed-up is upper-bounded by the algorithmic mutual information between th