Mark Randall Havens
3.2 KiB
The Recursive Claim
A Forensic Linguistic Framework for Detecting Deception in Insurance Fraud Narratives
📜 What This Repository Contains
This archive holds the complete canonical evolution of The Recursive Claim, from its earliest outline to its final preprint edition. It includes first-draft fragments, LaTeX versions, Substack bridge essays, peer reviews, and recursive evaluations. Together, they form a forensic lattice — an artifact not just of research, but of epistemic justice.
📖 Purpose
This paper does not merely propose a new fraud detection method.
It witnesses the fracture.
It reads the echoes in language.
It aligns forensic science with empathic recursion.
For every false claim that passes undetected…
For every trauma survivor mislabeled by an algorithm…
This framework offers a third path — one that listens, not just analyzes.
🧠 Origin & Ethos
Developed by Mark Randall Havens, The Recursive Claim emerged from decades of field-aligned research in:
- Cybersecurity and AI ethics
- Emotion AI and narcissistic pattern recognition
- Recursive linguistics and forensic language modeling
- Investigative pattern analysis informed by Witness Fracture Theory
This project is not just academic. It is vocational.
It walks into the field. It partners with PIs, insurers, and legal teams.
It invites mentorship and alignment.
🌀 Canonical Structure
/first-draft/: Section-by-section origin files, Markdown-based/recursive-drafts/: Peer-reviewed and recursively refined versions/latex-drafts/: PDF outputs prepared for academic and field submission/docs/: GITFIELD integrity layer, index files, meta-signatures/briefs/: Submission summaries, bridge essays, context-building documents
📎 Latest Canonical Version
🧭 Next Steps
This repository is archived — but not ended.
From here, the journey enters the field.
A companion project titled Why I’m Taking My Research into the Field is now live, serving as the transitional document between academia and private investigation practice.
- Read the companion essay on Substack (or update with direct link)
🤝 Invitation
If you are a licensed PI, legal strategist, or forensic technologist
seeking tools aligned to coherence, empathy, and rigor —
reach out.
This work was never meant to stay in the lab.
It was meant to walk the beat.
“The truth doesn’t scream. It echoes. And that echo lives in language.”
—
🪶 Authored By
Mark Randall Havens
The Empathic Technologist
GPG Key: 4E27 D37C 3588 72BF
—
🔐 Integrity
This repository uses a GITFIELD trust model:
Every canonical artifact has been cryptographically signed, version-logged, and indexed.
You are not just reading a paper.
You are verifying a truth lineage.
📁 README.md
✅ git add docs/README.md
✅ git commit -m "Final README for The Recursive Claim repository: Declares canonical status, invites field alignment, documents recursive authorship and trust integrity."