Audits and verification

One hundred fifty audit sheets, template rev 5 (locked September 1, 2026): 37 mechanics and gravity (M1–M37), 38 electromagnetism (E1–E38), 38 particle mechanics (P1–P38), 37 thermodynamics (T1–T37). Each sheet states the problem in plain language, declares its inputs, and derives a single number by the framework's route and by the classical route. No measured values appear on the sheets; measured values, uncertainties and sources are in File B, matched by row.

• Audit sheets, full set (150)
• File A: problems and predictions, condensed
• File B: measured values, sources and comparison
• Verification snippets: one SymPy script per sheet and a master runner (150 files)

Running a sheet on a model

Load the public edition and complete the verification stages. Take any sheet, withhold its result, and give the model the problem statement and inputs, once without the package and once with it loaded and verified. Each sheet is a closed-form problem with a single numerical answer; the SymPy snippet on the sheet recomputes that answer independently of any model.

The loader public edition, README and lexicon are at vms-institute.org/AI.