Preprint / scholarly article

Evidence-Carrying Cognitive Mesh on DePIN

K. Takahashi

Published
DOI
10.5281/zenodo.18478743

Full text PDF (Zenodo)

Abstract

The preprint specifies an evidence-carrying cognitive mesh for DePIN-style decentralized compute that sustains locally verifiable capability under observable-only and no-meta constraints, using content-addressed provenance objects and a queryable claim graph built from deterministic web retrieval and auditing pipelines to resist capture and poisoning.

Keywords

  • DePIN
  • decentralized compute
  • evidence-carrying
  • no-meta
  • observable-only
  • content-addressed evidence
  • provenance
  • semantic claim graph
  • verifiable retrieval
  • adversarial robustness

Identifiers and source records