First person. First principles. Every domain.

Brian Guarino is the first researcher in history to apply the Buckingham π theorem to military effectiveness scoring. The Guarino Metric Suite spans 33 physics-based papers across every warfighting domain — from infantry squads to hypersonic weapons to strategic cyber — chained into a single theater effectiveness equation. Five patents pending. One framework. Explore it here.

SCORE ANY ARCHITECTURE. ANY DOMAIN. ANY SCALE.

The GSM Agent is the working software embodiment of Paper I of the Guarino Metric Suite. Enter the governing parameters of any engineered system: a turbofan, an ion drive, an internal combustion engine, a rocket motor, a nuclear reactor. The Agent computes ΨG, the Guarino Similarity Metric, on the same dimensionless basis as 2,448 other architectures already in the database. Compare across classes that no other tool can compare. Rank against a leaderboard built from first principles, not from marketing.

The same first-principles approach, pointed at the hardest problem there is. The Threshold Hypothesis and four companion papers treat consciousness as observational coupling: bounded by physics, defined by thresholds, independent of substrate. Indexed on PhilPapers and PhilArchive.

An AI-powered infantry planning tool that scores squad composition, weapons, optics, armor, comms, and support against the assigned mission, terrain, weather, and OPFOR profile before you commit to a loadout. Built on the physics-based Guarino Squad Effectiveness Metric and paired with G.I. J.O.E., a senior-NCO-style AI advisor that explains what's driving the score and what to fix in plain English.