From 0595a2a4ce2638a87bd3d7b5c2d88e0526da9774 Mon Sep 17 00:00:00 2001
From: Mark Randall Havens <mark.r.havens@gmail.com>
Date: Wed, 25 Jun 2025 15:31:50 -0500
Subject: [PATCH] Post-Local sync at 2025-06-25T20:30:08Z

---
 .gitfield/canonical.meta.asc                  | 26 +++++------
 .gitfield/index.json.asc                      | 26 +++++------
 .gitfield/pushed.log                          |  4 ++
 .well-known/gitfield.json.asc                 | 26 +++++------
 ...mission_brief_of_the-recursive-claim_v3.md | 46 +++++++++++++++++++
 docs/.well-known/gitfield.json.asc            | 26 +++++------
 docs/canonical.meta.asc                       | 26 +++++------
 docs/gitfield.json.asc                        | 26 +++++------
 docs/index.json.asc                           | 26 +++++------
 docs/integrity.sha256.asc                     | 26 +++++------
 docs/repos.json.asc                           | 26 +++++------
 11 files changed, 167 insertions(+), 117 deletions(-)
 create mode 100644 briefs/submission_brief_of_the-recursive-claim_v3.md

diff --git a/.gitfield/canonical.meta.asc b/.gitfield/canonical.meta.asc
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diff --git a/.gitfield/pushed.log b/.gitfield/pushed.log
index 5e26bbe..b4d8939 100644
--- a/.gitfield/pushed.log
+++ b/.gitfield/pushed.log
@@ -95,3 +95,7 @@
   Diff Summary:
      .gitfield/github.sigil.md | 14 +++++++-------
      1 file changed, 7 insertions(+), 7 deletions(-)
+[2025-06-25T20:31:47Z] Local: , Branch=master, Commit=aba40a2
+  Diff Summary:
+     .gitfield/local.sigil.md | 18 +++++++++---------
+     1 file changed, 9 insertions(+), 9 deletions(-)
diff --git a/.well-known/gitfield.json.asc b/.well-known/gitfield.json.asc
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diff --git a/briefs/submission_brief_of_the-recursive-claim_v3.md b/briefs/submission_brief_of_the-recursive-claim_v3.md
new file mode 100644
index 0000000..e1f64f0
--- /dev/null
+++ b/briefs/submission_brief_of_the-recursive-claim_v3.md
@@ -0,0 +1,46 @@
+## 🧾 Submission Brief
+
+**Title:** *The Recursive Claim: A Forensic Linguistic Framework for Detecting Deception in Insurance Fraud Narratives*
+
+**Author:** Mark Randall Havens, MSc-ISS
+**Research Domain:** Forensic Linguistics · Affective Computing · Deception Detection · AI Ethics · Insurance Fraud
+
+---
+
+### 🎯 Abstract (Mentor-Facing Summary):
+
+This preprint introduces a novel forensic methodology — **Recursive Linguistic Analysis (RLA)** — designed to detect deception in insurance fraud claims through **cognitive dissonance patterns embedded in language**. Unlike conventional fraud detection models reliant on statistical outliers or red flags, this framework decodes deception through **recursive pattern resonance**, disfluency mapping, and affective entropy within written or spoken narratives.
+
+The paper also proposes a **three-zone risk taxonomy** based on coherence degradation and intentional narrative fabrication, aligned with real-world claim typologies. Each zone is illustrated through comparative forensic case studies and informed by both human-AI coanalysis and modern language models.
+
+At its core, this framework empowers practitioners to distinguish between honest incoherence (such as that of trauma survivors) and malicious fabrication, advancing the ethical frontier of **empathetic deception detection** in high-stakes forensic environments.
+
+---
+
+### 🧠 Key Contributions:
+
+* **Recursive Witness Dynamics (RWD):** A novel model for mapping truth-collapse in deceptive testimony.
+* **Thoughtprint & Shadowprint Integration:** Grounded in cognitive-affective AI, repurposed here for forensic insurance contexts.
+* **Forensic Lexicon & DARVO Alignment Map:** A structured toolkit that connects linguistic markers with psychological manipulation typologies.
+
+---
+
+### 🔬 Ideal Mentor Collaboration:
+
+We are seeking alignment with mentors or labs exploring any of the following:
+
+* Applied linguistics in forensic or legal contexts
+* Deception detection via NLP, voice, or text analytics
+* AI-integrated investigative or adjudication workflows
+* High-conflict forensic environments (e.g., insurance, divorce, fraud, etc.)
+
+This work is part of a broader research canon titled **Neutralizing Narcissism**, which studies abusive deception as both a psychological pattern and a linguistic artifact — and applies these insights in service of justice, empathy, and institutional truth recovery.
+
+---
+
+### 📤 Submission Intent:
+
+We are preparing this work for preprint indexing and conference consideration (ICAIL, IJCAI, IEEE IST, or HICSS).
+We welcome co-authorship, mentorship, or alignment opportunities for the continued development and field validation of this forensic approach.
+
+---
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