SYSTEMIC ARCHITECTURE:Universal federal gatekeeper standard for establishing the provenance, cryptographic integrity, and algorithmic accuracy of machine-generated digital evidence.
Fed. R. Evid. 901(b)(9)Algorithmic Process Verification
“Requires foundational testimony demonstrating that the computer hardware, software, neural pipeline, or forensic tool operated reliably and produced an accurate output.”
Judicial Interpretation: Applied to deepfake forensic detection, automated timestamp logs, and generative AI forensic enhancements.
Real-World Impact & Dignity Ledger
Empirical Jurisprudence
Evaluated against the 3D Dignity Index (Formal Protection Δ, Material Access, Risk Redistribution). Tracks empirical implementation data and frontline community impact for this statutory regime.
