Reusable algorithmic structures (catalysts) for task classes yield speed-ups upper-bounded by mutual information, with minimum thermodynamic installation costs via Landauer erasure and a lower bound on favorable deployment time.
Minds and Machines17(4), 391–444 (2007)
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Watts-per-Intelligence Part II: Algorithmic Catalysis
Reusable algorithmic structures (catalysts) for task classes yield speed-ups upper-bounded by mutual information, with minimum thermodynamic installation costs via Landauer erasure and a lower bound on favorable deployment time.