Research Portfolio

Research Papers

14 papers across embedding analysis, coherence detection, and domain applications. 7 additional papers bridging esoteric traditions to testable science.

21
Papers
~196
Pages (core 14)
~470
References
~56
Figures
Unifying thesis: Domain-specific information lives in the parts of the representation that general-purpose methods discard.
Source traditions: The 7 Koplik bridge papers connect these papers to 9 traditional knowledge systems spanning 4,500 years. Explore the Knowledge Systems Map →

Series 1 — Embedding & Legal NLP

1
The Dimensionality Illusion
18 pages 40 refs Details →
arXiv-ready
2
The Geometry of Legal Language
16 pages 33 refs Details →
arXiv-ready
3
Structural Holes in Legal Embedding Spaces
13 pages 25 refs Details →
arXiv-ready
3b
Structural Holes in Human Knowledge
18 pages 83 concepts, 14 traditions Details →
arXiv-ready
4
DCRP: Domain-Conditional Retrieval Benchmark
12 pages 35 refs PDF ↓
Near-ready
5
Sparse Representations Preserve What Dense PCA Destroys
9 pages 24 refs PDF ↓
Near-ready

Series 2 — Coherence Engine

6
From Prediction to Discoverative Intelligence
18 pages 52 refs Details →
arXiv-ready
7
Benchmarking Early Detection
12 pages 33 refs PDF ↓
arXiv-ready
8
Recovery Is Not Return to Baseline
17 pages 39 refs PDF ↓
arXiv-ready
9
From Literature Synthesis to Experimental Hypothesis
14 pages 25 refs PDF ↓
arXiv-ready

Series 3 — Applications

10
Neurodivergence as Coherence Variation
13 pages 45 refs PDF ↓
arXiv-ready
11
Continuous Coherence Monitoring for Blockchain Security
10 pages 23 refs PDF ↓
arXiv-ready
12
Six Falsifiable Operators for Governance Coherence
17 pages 38 refs PDF ↓
arXiv-ready
13
Bio-Integrated Autonomous Infrastructure
16 pages 27 refs PDF ↓
arXiv-ready
14
Coherent Novelty
11 pages 31 refs PDF ↓
arXiv-ready

Series 4 — Koplik Bridge Papers

K1
From Biofield to Bioelectric
12 pages 38 refs PDF ↓
In Progress
K2
Exclusion Zone Water: Separating Findings from Vitalist Claims
16 pages 47 refs PDF ↓
In Progress
K3
Resonance Claims in Esoteric Traditions
PDF ↓
In Progress
K4
Biophotonic Signatures of Plant Vitality
PDF ↓
In Progress
K5
Structural Convergence Across Esoteric Traditions
14 pages 15 refs PDF ↓
In Progress
K6
The Edge of Testability
PDF ↓
In Progress
K7
Food Coherence
PDF ↓
In Progress

Figures

One Thesis diagram showing how domain-specific information is discarded by general-purpose methods
One Thesis. Domain-specific information lives in the parts of the representation that general-purpose methods discard. The unifying argument across all 14 core papers.
Citation graph showing cross-references between all 14 papers
Citation Graph. Cross-references between the 14 core papers. Series 1 (embedding) feeds into Series 2 (coherence engine) which enables Series 3 (applications).