Making AI-Assisted Claims Independently Challengeable: Publication Authority and a Protocol for Falsifiable Publication Records

arXiv:2609.17631 · cs.AI, cs.CR, cs.CY · Submitted 2026-09-15 · Read on arXiv

cs.AI, cs.CR, cs.CY

Submitted: 2026-09-15

Updated: 2026-09-15

Comments: Main article: 24 pages, 4 figures; supplementary material: 13 pages. Preprint; not peer-reviewed. Yifei Dong is the corresponding author

Code: https://github.com/src01001100/aijim-

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Verification — 71× in this paper · explained in 2 episodes
• Core — 52× in this paper · explained in 2 episodes
• Verifier — 24× in this paper · explained in 2 episodes
• Provenance — 19× in this paper · explained in 3 episodes
• Accountability — 15× in this paper · explained in 2 episodes
• Calibration — 13× in this paper · explained in 7 episodes
• Archetype — 11× in this paper · explained in 1 episode
• Trace — 11× in this paper · explained in 2 episodes
• Consistency — 8× in this paper · explained in 3 episodes
• Actor — 3× in this paper · explained in 3 episodes
• Benchmark — 3× in this paper · explained in 2 episodes
• Ablation — 2× in this paper · explained in 1 episode
• Abstraction — 2× in this paper · explained in 1 episode
• Admissibility — 2× in this paper · explained in 2 episodes
• Agentic Publication Protocol — 2× in this paper
• Aggregation — 2× in this paper · explained in 1 episode
• Analyzer — 2× in this paper · explained in 1 episode
• Artificial Intelligence Justification and Integrity Model — 2× in this paper
• Decode — 2× in this paper · explained in 2 episodes
• Verifiable Credentials — 2× in this paper
• Accuracy — 1× in this paper · explained in 1 episode
• Actio — 1× in this paper · explained in 1 episode
• Alignment — 1× in this paper · explained in 1 episode
• Generative AI — 1× in this paper · explained in 2 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Supply-chain Levels for Software Artifacts — 1× in this paper

Sources

• Resolute: An Assurance Case Language for Architecture Models
• The Last Human-Written Paper: Agent-Native Research Artifacts
• Knows: Agent-Native Structured Research Representations
• Agentic Publication Protocol: An Attempt to Modernize Scientific Publication
• ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence
• Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents
• The Calibration Turn in AI-Assisted Research: A Conceptual and Methodological Framework for Evidence-Licensed Claims
• AI Deployment Authorisation: A Global Standard for Machine-Readable Governance of High-Risk Artificial Intelligence
• Context-to-Execution Integrity for LLM Agents
• Beyond Single-Use Tokens: Durable Authorization State for Replay-Resistant LLM Agent Actions
• From Fluent to Verifiable: Claim-Level Auditability for Deep Research Agents
• Pramana: A Protocol-Layer Treatment of Claim Verification in Autonomous Agent Networks
• Traxia: A Framework for Verifiable, Agent-Native Scientific Publishing
• Proof-or-Stop: Don't Trust the Agent, Trust the Evidence -- Loop Engineering for Verifiable Evidence-Gated Lifecycle Control

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