Energy-Based Models — Aleph + Lean producing machine-checkable proofs at 99.4% on PutnamBench; formal verification as the bottom layer of the reasoning stack
Catan — 47,000 Games of Empirical Findings — Catan as a multi-agent stochastic dynamic optimization problem; pip-weighting, graph board, 27% classifier accuracy on opening
Catan 50-Game Validation — pip-weighted exposure analysis with archetype classification on the 50-game public dataset
BattleTech Simulator — Monte Carlo combat simulator to derive empirical BattleValue for BattleTech mechs and find bargains in the official BV2 system.
Emergence, Convergence, and the Strange Loop — The vault’s metaphysical position, stated explicitly: what logic is, why it works, why it doesn’t need God, and what it can’t prove about itself.
Intuitionistic Logic — What if truth requires proof? Drop the excluded middle and logic becomes constructive — and accidentally invents the theoretical foundation of programming.
Non-Classical Logics — What happens when you challenge the other axioms? Contradictions that don’t explode, truth that comes in degrees, and premises that must actually be relevant.
The Formal Revolution (1847–1931) — In 84 years, logic went from a philosophical discipline to the foundation of mathematics, computing, and the limits of knowledge itself.
Battlezone (1980) — 3D Without a Multiply Instruction — fixed-point 1.15 trig without a multiply instruction: quarter-wave table folding, octant-folded arctangent via one division, and an octagonal-boundary distance approximation simplified to 0.375·min + 1.0·max so it costs two shifts and an add
Arithmetic Scarcity and the 3D Problem — what a 3D pipeline does when multiplication costs ~25 additions; the transform collapses available when geometry is constrained
Hangman — Solving Both Sides — exact backward induction with an α-cap sandwich that certifies its bounds (unsolved lengths plotted in red); tractability is set by branching + path reconvergence, not nominal state-space size