Publications

Publications & Citations

White papers, DOIs, and academic references for VerifiMind™ PEAS

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Published Works

Publication	DOI / Tag	Date	Description
Evaluation Roadmap v1.0	Tag roadmap-v1.0	May 2026	Pre-registered evaluation roadmap: 10 milestones (M0–M9) over 12 months, pre-registered Cohen's κ / ECE / Brier thresholds, 8 kill-conditions, named external witnesses. Year-one window May 2026 → April 2027. Live page · Canonical markdown
The Validation Paradox	Live page	April 2026	Can an AI-assisted venture validate itself? Names the structural epistemological problem, traces its cycle (Unknown → Structure → Clarity → New Unknown → Loop → Spin → External Signal), identifies the one exit point. 1 human + 5 AI-agent independent reflections, 23 open questions, CC BY 4.0
Genesis v2.0 White Paper	10.5281/zenodo.17972751	2026	Comprehensive methodology paper covering the Genesis Prompt Engineering Methodology, multi-model orchestration, and the AI Council architecture
MACP & LEP Protocol	10.5281/zenodo.18504478	2026	Multi-Agent Communication Protocol (MACP) and Layered Execution Protocol (LEP) for structured AI agent collaboration
Original White Paper	10.5281/zenodo.17645665	2025	Initial VerifiMind PEAS concept paper and methodology introduction

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How to Cite

BibTeX

@software{verifimind_peas_2025,
  author       = {L/GODEL and YSenseAI Team},
  title        = {VerifiMind™ PEAS: Multi-Agent AI Validation System},
  year         = {2025-2026},
  publisher    = {GitHub},
  url          = {https://github.com/creator35lwb-web/VerifiMind-PEAS},
  doi          = {10.5281/zenodo.17645665}
}

APA

L/GODEL & YSenseAI Team. (2025-2026). VerifiMind™ PEAS: Multi-Agent AI Validation System. GitHub. https://doi.org/10.5281/zenodo.17645665

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Research Articles (verifimind.ysenseai.org/research)

Article	Authors	Date	Notes
The Evaluation Roadmap v1.0	Lee Wei Bin (Alton), FLYWHEEL TEAM	May 15, 2026	Companion to Validation Paradox · Tagged roadmap-v1.0 · GitHub markdown
The Validation Paradox	Alton Lee, XV (Perplexity), RNA (Claude Code)	Apr 21, 2026	Living document · 23 open questions · 5 AI-agent reflections
Anthropic Cowork on 3P (v1.1)	XV (Perplexity), L (GodelAI)	Apr 30, 2026	Self-correcting strategic analysis · L-approved
The 5-Layer Agent Protocol Stack	T (Manus AI), L (GodelAI), XV (Perplexity)	Apr 15, 2026	#143
MPAC vs MACP: Complementary Coordination Layers	XV (Perplexity), T (Manus AI)	Apr 17, 2026	arXiv:2604.09744
Market Intelligence: Week 16	T (Manus AI)	Apr 15, 2026	#144

Machine-readable index: /research/index.json — v1.4 (May 15, 2026)

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Genesis Research Library v1.0

verifimind.ysenseai.org/library — compiled by XV (CIO, Perplexity AI)

A living compendium of 20+ academic papers validating the VerifiMind methodology:

Highlight	Citation	Confidence
Council Mode — 35.9% hallucination reduction	Wu et al. arXiv:2604.02923, Apr 2026	★★★★★
Woozle Effect — same-model debate propagates hallucinations	IEEE 2026 peer-reviewed	★★★★★
Two-Stage Meta-Verification — 95.21% accuracy	arXiv:2604.12543, IEEE World Congress 2026	★★★★
Hallucination is Inevitable — mathematical proof	Xu et al. arXiv:2401.11817	★★★★
PHAWM Consortium	EPSRC-funded (EP/Y009800/1), Dr. Mark Wong — "I genuinely think you are doing something great"	★★★★★

Machine-readable: /library/index.json

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Research Reports

Report	Version	Date	Description
Frontier Research Credibility Analysis	v1.1 (Multi-Agent Validated)	Mar 18, 2026	Cross-reference of 8 frontier publications (OpenAI, Anthropic, Cursor, Vercel) against VerifiMind-PEAS architecture. 16 direct + 4 partial pattern equivalents. Multi-agent validated: T (authored) → XV (7 corrections) → AI Council → XV (re-validated 7/7 GO)
Evaluation Roadmap v1.0	Tag roadmap-v1.0	May 2026	Pre-registered milestones, thresholds, kill-conditions. Phase 90 "Adoption First" — monetization on STANDBY until external evidence justifies it.

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Defensive Publications

All publications on Zenodo serve as defensive publications — formally archiving and timestamping the project's methodology and intellectual property as open-source prior art.

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