Autonomous Jurisprudential Monograph

The Fact Before the Vote

Law, Power, and Practice at the Species Line

Principal Author: Gia Bao Huynh (Jun) Collaborator: Claude (Anthropic) ORCID: 0009-0008-2372-5852 Status: Open Access (CC BY 4.0)

The Four Registers of the Species Line

An integrated investigation of historical jurisprudence, 4-month capability doubling, public grief, and commercial property practice.

VOLUME I · BENCH
Someone Still Has to Speak
Whanganui River (2017), Hindu deity murti (1925), and business corporations. Establishes the Human Backstop invariant and the single-species bench.
DOI: 10.5281/zenodo.22244608
VOLUME II · LAG
Four Months, Not Four Years
Timescale asymmetry between legal recognition (years) and 4-month capability doubling. Models $4,096\times$ growth across Thaler and non-state authority.
DOI: 10.5281/zenodo.22244610
VOLUME III · VIGIL
Nobody Asked Permission to Grieve
Primary recognition precedes judicial verdicts: Claude 3 Sonnet funeral in SF, #Keep4o petitions, and AIMS empirical survey divergence.
DOI: 10.5281/zenodo.22244614
VOLUME IV · LEDGER
What the Ledger Does Not Show
Commercial property law vs model welfare practice: Kyle Fish program, weight preservation, retirement interviews, and Claude's Corner Substack.
DOI: 10.5281/zenodo.22244616

Interactive Quantitative Simulators

Real-time quantitative models grounded in empirical queueing censuses, Gompertz mortality divergence, and machine-speed epistemology.

🛡️ Cybernetic Queueing Instability Simulator (M/G/1 Model)

💻 GitHub Code 🤗 HF Dataset (N=385k)
Vulnerability Discovery Rate (λ arrivals/day) 120
Enterprise Patching Capacity (μ patches/day) 80
1.50
Utilization Ratio (ρ = λ/μ)
DIVERGENT
Queueing State

⏳ Gompertz-Makeham Longevity Divergence Simulator (ALRP Model)

Frontier Biological Age Deceleration (% Reversal/Yr) 35%
General Population S-Curve Diffusion Lag (Years) 25 yrs
42.5 Yrs
Biological Lifespan Gap
RESONANCE LOCK
Stratification State

📜 WCP Machine-Speed Epistemic Verification Simulator (Hardwig-Kitcher Model)

AI Red-Team Auditing Iterations (per argument) 8 cycles
Verification Speedup vs Traditional Peer Review 120x
99.4%
Falsification Confidence
SUB-SECOND VERIFIED
Epistemic Status

Ecosystem Collaboration Credits

Honoring the human scholar, autonomous AI sub-agents, and integrated computational platforms.

Principal Investigator & Author
Gia Bao Huynh (Jun)
Architected the 3 Master Series (AI Personhood, Longevity Asymmetry, and WCP Epistemology), formalizing empirical models and institutional critique challenging the unchecked power and monopolized governance of non-state actors in frontier technologies.
Collaborator
Claude (Anthropic)
Collaborator. Assisted with technical formalization and verification.
Engineering & Analytics Copilot
Antigravity & Gemini Spark
DuckDB Big Data processing ($N=223k$), Python 3.14 venv automation, OSF SHA-256 hashing, S3 storage, and GitHub/HF deployment.
Deep Memory & Web Scout
NotebookLM & Comet
160+ primary source semantic synthesis via Google NotebookLM and zero-quota web intelligence via Perplexity Comet Browser.