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[CS.AI] Building Trust in Autonomous Commerce: A Verifiable Global Event Timeline

Published at: 2026-07-24 22:00 Last updated: 2026-07-26 07:44
#AI #Cryptographic #Blockchain

In agentic commerce protocols like AP2 and ACP, while secure agent-initiated transaction mechanisms are defined, they lack interoperable, tamper-evident auditability and verifiable temporal ordering across heterogeneous domains. This paper addresses these gaps by proposing a verifiable global event timeline for agentic commerce, constructed from four core components:

  1. Canonical event schemas: Enforcing deterministic serialization.
  2. Deterministic batch formation: Ensuring reproducible ordering without relying on synchronized clocks.
  3. Merkle-based append-only commitments: Providing logarithmic-cost inclusion proofs.
  4. Blockchain anchoring: Establishing a tamper-evident temporal backbone.

Building on this infrastructure, we introduce a cryptographically signed fraud marker that binds risk labels to anchored evidence through an unforgeable provenance chain, and a dataset lineage model enabling reproducible, tamper-evident AI training pipelines. Empirical results from a prototype implementation demonstrate:

Blogger's Review: The proposed verifiable timeline and fraud markers hold significant implications for enhancing transparency and security in autonomous commerce. Coupled with blockchain technology, they provide a reliable foundation for future AI training pipelines, showcasing extensive application potential.

Original Source: https://arxiv.org/abs/2607.19436

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