Regulatory & Safety Auditability Brief: MCMC vs. BIDSim
Why Non-Auditable MCMC Black Boxes Are a Critical Liability: In high-stakes engineering, medical devices, and regulated clinical trials, an algorithm whose internal approximations and convergence failures cannot be deterministically audited creates unacceptable legal, safety, and scientific liability.
Authors
- Bernard Pargamin
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-11-09
- DOI
- https://doi.org/10.5281/zenodo.24080903
- Primary Topic
- Safety Systems Engineering in Autonomy
- Type
- article
- Field-Weighted Citation Impact
- 0.00