NeuroGraph A Philosophy of Emergent Consensus

Abstract

This paper presents the philosophical foundations of NeuroGraph, a distributed ledger protocol that replaces classical Byzantine Fault Tolerant voting with emergent consensus via a Neural Directed Acyclic Graph. Rather than treating consensus as something that must be explicitly negotiated through voting rounds, NeuroGraph treats consensus as an emergent property of the network’s structure. Inspired by biological neural systems, the protocol enables global agreement to arise from many simple local interactions, eliminating the need for leaders, committees, or formal voting. This document explores the philosophical shift that underpins the NeuroGraph approach and its implications for decentralized computing.