A model file can pass a scan and still attempt an unwanted action when loaded. In our synthetic Crucible demo, PickleScan didn't flag a model file. Loading it attempted to open a database. The demo's configured check recorded and blocked that call, and the file received QUARANTINE. No database was created. Keep the scan result and the observed loading behavior separate when deciding whether to admit a model. A clean scan alone doesn't establish a harmless load. #AISupplyChainSecurity #ModelSecurity #MLPlatformEngineering #SoftwareSupplyChain