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April 25, 20260 citationsOpen Access

Causality as Meta-Logic: A Completeness Proof for EET Epistemology

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HYHongpu Yang

Key Points

  • This work aims to provide a completeness proof for the claim that all valid cognitive judgments can be distilled into two types of causality: Natural and Rule Causality.
  • Defined Natural Causality and Rule Causality in the context of Energy-Efficiency Theory (EET).
  • Reduced alternative meta-logics to these two forms using the Algorithmic Submersion Protocol.
  • Applied thermodynamic principles to ground the reduction in physical necessity.
  • Demonstrated that all proposed third meta-logics can be narrowed down to Natural or Rule Causality.
  • Established that causality is not arbitrary but is intrinsic to the structure of physically realized intelligence.
  • Showed that dual causality is complete, necessary, and sufficient for valid cognition.

Abstract

Every knowledge system presupposes a meta-logic: a fundamental way of moving from premises to conclusions. Throughout history, philosophers have proposed various candidates—deduction, induction, analogy, dialectics, intuition, insight, aesthetic judgment, and mystical revelation. Energy-Efficiency Theory (EET) makes a radical claim: all valid cognitive judgments can be reduced to exactly two types of causality—Natural Causality and Rule Causality. There is no third way. This document provides a rigorous completeness proof for this claim. We first precisely define Natural Causality (cognition validated by real-space energy exchange) and Rule Causality (cognition validated by internal symbolic consistency), as established in Dual Causality. We then systematically reduce every proposed ``third'' meta-logic to one of these two forms, or to a submerged, mixed, or degenerate variant thereof. Crucially, we ground this reduction in physical necessity. Drawing on the Algorithmic Submersion Protocol, we show that any finite-energy computational system must converge to binary search architecture. Binary search is precisely the atomic operation of causal reasoning: ``Does A lead to B? '' Therefore, causality is not an arbitrary human cognitive style; it is the thermodynamically mandated structure of any physically realized intelligence. We further apply Postulate 3 (Barrier Asymmetry: Eb^melt Eb^form) to explain the ``illusion of logical necessity. '' Because the topological barrier to melting down our hardwired causal constraints is astronomically high, we subjectively experience causality as an unbreakable universal law rather than an energy-saving heuristic. This proof establishes the epistemological foundation for the Six Forms of Truth, the Energy-Efficiency Spectrum, and all EET applications. It demonstrates that dual causality is complete, necessary, and sufficient for all valid cognition.: Meta-logic; Causality; Natural Causality; Rule Causality; Completeness Proof; Algorithmic Submersion; Binary Search; Epistemology; Energy-Efficiency Theory

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Cite This Study

Hongpu Yang (2026) studied this question.

synapsesocial.com/papers/69ec5b8a88ba6daa22dad170https://doi.org/10.5281/zenodo.19702179
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Dual Causality: A Formal Protocol for Natural and Rule Causality2026
  2. 2The Ontology of Causality: The Meta-Logic of Classification and the Temporal Lever of Cognition2026
  3. 3The Ontology of the Energy-Efficiency Truth Spectrum: The Complete Dynamic Classification of Cognitive Forms under finite Energy2026
  4. 4The Ontology of the Energy-Efficiency Truth Spectrum: The Complete Dynamic Classification of Cognitive Forms under Finite Energy2026
  5. 5The Ontology of Logic: Causal Meta-Logic, Pipeline Networks, and the Engineering of Derivational Validity2026