Projects
The Texas Assembly, Annotated
Research
The State-Assembly / "American State National" framework reproduced faithfully — every claim, method, and recruitment step set beside the controlling law that contradicts it. A two-pane study artifact, not an endorsement. Status correction, "common law courts," GFG/AFD banking, parallel sheriffs — each paired with statute and case law.
compare both sides →
Algorithm Catalog
Live
64 procedural and strategic algorithms for high-conflict litigation. Scored across 14 factor dimensions, joined to a 282K-row statutory vocabulary DB, rendered as explorer / vocabulary map / force-directed network. Universal, case-portable, abstract — audit-gated to contain no personal markers.
open catalog →
Earth Observation
Building
Satellite data for trading, GPS/PNT authentication for fraud prevention, and space-based data processing. Where earth observation meets embedding dimensionality and the information advantage.
explore earth observation →
The Dimensionality Illusion
Research
Recent papers claim embeddings compress to 16 dimensions without loss. They're measuring the wrong thing. PCA variance ≠ semantic information. 2M+ vectors, dictionary collapse analysis, and the DCRP metric that catches what MTEB misses.
explore the illusion →
Embedding Explorer
Live
6,265 legal terms from Bouvier's Law Dictionary (1856) in 3D. Toggle UMAP and PCA projections, click terms to see nearest neighbors, watch structural holes appear where cross-jurisdictional concepts have no English equivalent.
explore embeddings →
Research Papers
21 Papers
14 papers on embedding analysis, coherence detection, and domain applications. Plus 7 bridge papers converting esoteric traditions to testable science. 196 pages, 470 references, 56 figures.
research papers →
Knowledge Systems
Live
Interactive D3.js force graph mapping 9 traditional healing systems through 7 modern science bridges into a 21-paper research portfolio. How qi became bioelectricity, how prana became HRV, and where the evidence stands.
explore knowledge systems →
KG Emergence
Design
A knowledge graph that ingests contested claims as noisy observations, then tests whether recurring structural patterns ("graphlets") emerge across independent traditions and eras — and uses them to predict missing evidence. Source-as-observation, anti-overfit by design, Qdrant + Neo4j.
read the design →
F1 2026 Stats
Live
23-page F1 analysis site. Championship standings, Monte Carlo projections, Elo ratings, Shannon entropy, Δ.72 coherence analysis, driver psych profiles, Polymarket edge detection, physics, and weekly auto-regeneration from live API data.
f1 2026 stats →
HFT Reference
Live
High-frequency trading from 1969 to 2026. 18 firms (Citadel, Virtu, Jane Street, Renaissance), 6 microwave routes tower by tower, the full latency stack (fiber → FPGA → ASIC), and the economics of microseconds.
hft reference →
Trade Fill Archive
Live
Cross-exchange trade data from Hyperliquid L1 and Binance. 1.1TB tick-level fills, L2 book snapshots, microstructure analysis, TimescaleDB charts, and smart money tracking.
trade fill archive →
Excitatory Brain
Live
Interactive neuroscience resource mapping GABAergic homeostasis, glutamate storms, and the alcohol misattribution problem. D3.js pathway diagrams, Plotly.js mechanism plots, source-linked throughout.
excitatory brain →
BulldogDerm
Live
Evidence-checked knowledge base for bulldog skin health. 20-chapter handbook, AI-powered community submission validation, and 6 interactive clinical visualizations.
bulldogderm →
Morpheme Page
Live
Interactive word decomposition and linguistic analysis. Prefix-root-suffix parsing, negation detection, and a 720-word basis set visualization across jurisdictional domains.
morpheme-page.pages.dev →
Quantum Grammar
Live
Parse-syntax analysis tools for legal and contractual language. Sentence scoring, DOG-LATIN detection, jurisdiction classification, and document structural auditing.
quantum grammar tools →
Positions
Live
Comparative taxonomy of 133 historical positions across 5 civilizations (Japan, India, China, Arabia, Greco-Roman). Equivalence classes, cosine similarity, UPGMA phylogenetics, Shannon entropy, and graph-theoretic analysis.
positions taxonomy →
Contact Manager
Private
Unified contact management system. Semantic search, birthday calendar, and interactive dashboard.
contacts dashboard →
Δ.72 Coherence
Private
Coherence engine physics, resonance mathematics, dimensional codex, field node algorithm, and economic applications. Presented as exploratory framework, not settled scientific claims.
coherence framework →
Legal Case
Private
Case management hub with filing strategy, legal guide, ARDC report, case timeline, and roadmap. Document index with court filings, motions, and certificates of service.
case filings →
QWL Analysis
Private
Quantum Word Logic analysis suite. Parse syntax trees, basis constellation maps, domain decomposition, Justinian timeline, maritime box flow, and VCC negation space tools.
qwl tools →
Conformal Maps
Live
Visual artwork exploring mathematical transformations and conformal geometry. Complex analysis rendered as image, where abstract structure becomes visual form.
conformalmaps.com →
Marriage Counselling
Live
Communication pattern library for couples. Evidence-based guides to DARVO, Four Horsemen, pursue-withdraw cycles, financial control, triangulation, and gaslighting. Prevention-focused — pattern identification, not diagnosis.
pattern library →
Energy Texas
Private
Texas energy market analysis — iron-air battery storage in ERCOT, UNA structure, bond financing, solar partnerships, co-located data centers.
energy research →
Magnus Farmerdrop
Analysis
Physical-backed honey token economics. Chain comparison (Base wins at $0.005/cycle), Arrhenius HMF degradation, P2P transfer radar, seasonal supply modeling, and arbitrage bounds for a 1:1 commodity token.
farmerdrop analysis →
Food Value Trust
Private
Decentralized honey-backed commodity exchange. 98 Trust + UNA legal framework, coherence-measured quality scoring, sovereign digital twins for agricultural producers.
food value trust →
Coherence Ecosystem — Joint Projects
Coherence Engine
Live
Operational coherence platform. Real-time measurement of multi-domain order parameters with arbitration-based optimization. See operational problems earlier.
coherenceengine.org →
GPU Experiments
Live
Δ.72 coherence validation suite. 6 synthetic experiments, 1,000-trial Monte Carlo on 2×A40 GPU. 100% detection rate vs 3.2% for variance. 406-step mean lead time before failure.
experiment results →
RootWell & Star
Live
Natural healing gateway. Practitioner network integrating coherence-based health assessment with traditional and modern natural medicine approaches.
rootwellstar.com →
Millennium Math
Live
The Δ.72 Coherence Framework applied to unsolved problems. Operator-language proposals, not presented as conventional proofs or accepted mathematical results.
millenniummathsolutions.org →
Recover Margins
Live
Margin erosion detection tool. Identifies hidden losses in business margins before they escalate. Coherence-based analysis for profitability optimization.
recovermargins.com →
Agent Simulator
Live
Monte Carlo coherence simulator for multi-agent architectures. Score trajectories, integrity stability, risk assessment, and AI-generated optimization recommendations.
agent simulator →
Food Coherence
Source
Coherence framework applied to nutrition and food systems. Measuring and optimizing nutritional alignment through harmonic analysis of dietary patterns.
github · source →
Law & Justice Research
The Words That Don't Exist
Live
English has no word for the legal protections that exist in every other system. Pflichtteil. Umgängessabotage. Mu'sir. Capitis deminutio minima. The absence of the word is the absence of the protection. Sapir-Whorf applied to law.
explore the absence →
Legal Symmetries
Building
How every legal system processes death, default, and the erasure of personhood. 35+ jurisdictions, 10 legal traditions, 7 dictionaries. The person who writes the defaults controls the outcome.
explore the symmetries →
13 / 35 jurisdictions · 9 / 9 dictionaries
Evolution of Law
Live
4,000 years of legal evolution — from the Code of Ur-Nammu to AI-assisted litigation. World legal systems, the lawyer's mind vs. the normal person, and why family law is different.
explore the timeline →
Court Structure Guide
Live
Interactive courtroom maps, Illinois court hierarchy, family law timeline, Title IV-D explainer. Visual guide for navigating the court system as a pro se litigant.
courtroom maps →
Daylight
Private
Document intelligence for people in legal proceedings. Upload court documents, bank statements, emails — see who owes what, what's missing, and get court-ready filings.
daylight →
Jurisdictional Stack
Live
Four-layer jurisdictional model — Natural Law, Common Law, Statutory, Commercial/Admiralty. Black's Law translations, court type identification, and the question framework for challenging jurisdiction.
explore the stack →
Natural Rights & DNA
Live
Biological parentage as jurisdictional fact. Offspring vs children, DNA as standing, force performance on natural rights. The parent-offspring bond precedes and supersedes legal constructs.
explore the framework →
Commandments
Live
Cross-tradition analysis across 11 traditions. Kashf al-Mahjub & Ihya Ulum ad-Din (Sufi inner law), Hávamál (Norse), factor analysis (EFA), linguistic deep-dives, universal convergence.
explore the analysis →
Constitutional Bedrock
Live
Unbreakable principles of US & Canadian law. Game theory of enforcement, compliance gaps, break points. Where the system MUST respond when properly invoked.
enforcement map →
Embedded Commands
Live
Influence engineering toolkit — six cognitive layers, NLP command embedding, audience projection, DARVO detection. Chase Hughes framework formalized as CLI tools.
private repository →
The Unsayable — Language, Law & Cognition
Things That Cannot Be Said
Live
One sentence translated into 42 languages reveals 10 latent dimensions of meaning that English refuses to specify. Evidentiality, clusivity, moral precision, substance vs process — what your grammar hides from you.
explore the unsayable →
Tax Code as Grammar Patch
Live
The IRC is 10 million words because English grammar refuses to be precise. Every “for purposes of this section” is a prosthesis for a missing grammatical feature. Definition overhead ratio, growth curve, game theory of complexity.
the grammar patch →
What English Cannot Say
Live
Six specific things English grammar cannot encode: evidentiality (hearsay rules as grammar patch), clusivity (contract ambiguity), moral precision (akushala vs böse), process vs substance (IP law only works because English treats ideas as things).
the six unsayables →
7,168 Languages
Live
Density, extinction curve, and English’s cognitive prison. Every language that dies takes its unsayables with it. The Shannon entropy of the language distribution is decreasing — cognitive diversity loss measured in bits.
language extinction →
Integrating the Unsayable
Live
Six metacognitive practices for English speakers. Evidentiality tagging, clusivity awareness, process recasting, moral precision. Critical period neuroscience, dreaming-in-L2 as acquisition signal, tiered integration timeline.
integration guide →
Mathematics of Untranslatability
Live
Operator kernels, min-cut on rank-correlation graphs, Tucker tensors, Sinkhorn optimal transport, persistent homology. The 12-stage pipeline corrected for PCA blindness via the Dimensionality Illusion framework.
the mathematics →
Research & Profile
Curriculum Vitae
Full academic and professional CV. Ph.D. Dartmouth, 15+ years quantitative finance. 8 peer-reviewed journal articles, 1 conference proceedings paper, 1 Ph.D. thesis.
view cv →
arXiv Papers
Peer-reviewed publications: oscillons, Q-balls, false vacuum decay, prebiotic chirality, non-perturbative field theory.
arxiv.org →
Google Scholar
Citations and impact across physics, complex systems, and origins of life research.
scholar.google.com →
ORCID
Persistent researcher identifier linking all publications across publishers. 0000-0002-0553-842X.
orcid.org →
GitHub
Source code for all projects. Open-source knowledge-base templates, analysis tools, and research systems.
github.com/jthorvaldur →
YouTube Channel
Field theory simulations: False Vacuum Decay (64k+ views), oscillons, vortex annihilation, neutron star dynamics, and more.
youtube.com/maltrizek →
StoneView Technologies
Quantitative research and portfolio management firm. Global futures strategies with minimal factor correlations.
stoneviewtech.com →