Natural-Law Thermodynamic Reference-Convention Principle for No-Meta Intelligence under the Second Law

Abstract

Unifies entropy-production accounting, induced reversals, and finite-sample verification into an operational “interface contract”.

Keywords

• no-meta
• interface contract
• non-anticipative strategy
• prefix filtration
• filtration-preserving refinement
• stochastic thermodynamics
• entropy production
• path-space KL
• data-processing inequality
• feedback control
• accounting boundary
• coarse-graining

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