Position: Certifiable State Integrity Should Be Built from Local Validity, Not Global Scale

Enzo Nicolás Spotorno, Joao R. Campos, Antônio Augusto Medeiros Fröhlich

Breakthroughs in language and vision have motivated increasingly general foundation models for time series and physical dynamics, where evidence is promising but less mature. In sa…