Fresh Publications
What's genuinely new since the last real publish — checked directly against the live site, not assumed. See the previous edition →
Four new papers
Verified
Architectural Critique & Mathematical Specification of NCFCA
Formal proofs checked by hand — three real gaps found and fixed, not assumed correct because the notation looked rigorous.
Verified
Manual Multi-Mind
The real research workflow behind this site, checked against both the positive and critical multi-agent debate literature.
Exploratory · first draft
Constraint-Driven Design
From prison pedagogy to resource-constrained AI — a real principle found independently in three places, grounded in inductive bias and the no-free-lunch theorem.
Exploratory · first draft
Builders, Not Extraction
A real, proven alternative to shareholder-extraction structure — Publix, King Arthur Baking, W.L. Gore, Recology — and why AI-driven flattening makes this the moment it matters most.
Two new verification results
Isolation Under Adversarial Pressure
500 adversarial calls against a naive baseline (277 breaches) and a genuinely hard competitor (20 breaches) — NCFCA: 0 both times.
Full-Stack Integration — Five Claims, One Scenario
Real cross-component wiring: a tripped circuit breaker correctly blocks an unrelated action with its own valid prerequisites and token.
Two pending items, actually finished
Walk-Forward Methodology, Plain Terms
Why "did it work on past data" is the wrong question — tied to the real, running composer.
MLB Backtest Analysis
Four-channel framework on synthetic MLB data — the disclosure stated plainly, not buried.
Two new interactive tools
Interactive Archetype Population Generator
Set your own distribution and generate a real, correlated population in your browser.
Interactive Poker Tilt Detector
Pick a regime, generate hands, watch the state transitions live — a real synthesis of three separate detectors in the library.
Proof chain and navigation
Proof v3.2
A real, previously-unpublished intermediate step in the proof chain — adds the evidentiary classification framework.
Explore
Five real engines, five guided paths through interconnected, already-built work — not a flat directory.
Also true now, not yet reflected everywhere
The 12-week curriculum is complete — all 12 weeks live, not 9. See it →
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