Blockchain First-Principles Analysis: An Axiomatic Framework for Epistemic Evaluation of Distributed Ledger Systems

Abstract

This paper introduces the Blockchain First-Principles Analysis (BFPA) framework, a novel methodology for the epistemic evaluation of distributed ledger systems. Unlike conventional blockchain assessment approaches that rely on performance metrics, tokenomics, or decentralization indices, BFPA constructs a rigorous derivation chain from physical laws and cryptographic assumptions through an action axiom to concrete protocol design decisions. The framework systematically identifies structural failure points by testing whether each design choice is derivable from foundational axioms or represents an ad hoc decision vulnerable to obsolescence. The framework introduces several analytical innovations: (i) a four-level axiom hierarchy anchoring evaluation in physics, cryptography, praxeology, and social consensus; (ii) a Nash equilibrium gate mechanism for social layer stability; (iii) a four-stage stability profile progressing from Nash equilibrium through evolutionarily stable strategies and lock-in to self-referential feedback; (iv) a lock-in typology distinguishing design-emergent, ecosystem-emergent, corporate-imposed, and regulatory-granted lock-in; and (v) a network effect genesis model identifying five necessary conditions for spontaneous adoption without marketing. We apply the framework systematically to eight major blockchain systems: Bitcoin, Ethereum, Solana, Monero, XRP, Polkadot, Tezos, and BNB Chain. The analysis reveals that epistemic design quality alone correlates weakly with market price and adoption. Lock-in type and network effect genesis conditions are substantially stronger predictors. This finding provides a principled explanation for two empirical puzzles: the Tezos Paradox (superior governance design, declining price) and the Monero Paradox (strong epistemic foundations, stagnant adoption). The framework provides a falsifiable, non-speculative methodology for institutional evaluation of blockchain systems as coordination mechanisms.