Domain Applications
Real data, including an honest complete-failure case rather than a filtered success rate.
Domain Applications
The architecture mapped onto Industrial, Athletic, and Co-Pilot domains.
Authority Handoff Prediction — Tesla
Real NTSB crash data, real forward-walk result — 71.4% vs 42.3% baseline.
Boston Housing Backtest
Real 1970s housing data, including a real 0% failure case.
Archetype-Based Population Synthesis
10,000 unique, verified agents across two domains — with an honest caveat about where the parameters came from.
Interactive Population Generator
Set your own archetype distribution and generate a real population in your browser — faithful JS port, verified at 100,000-agent scale.
Poker Tilt Detection — A Real Synthesis
Combining the complementary parts of three separate detectors — snapshot signal, temporal variance, hysteretic state machine — verified against real regime data.
Interactive Tilt Detector
Generate a sequence from a real regime and watch the state transitions hand by hand — verified JS port, matched exactly against Python.
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