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Regulatory & Safety Auditability Brief: MCMC vs. BIDSim

Year: 2026

Type: article

Abstract: 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.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.24080903

Author: Pargamin, Bernard

Language: English

Topic: Safety Systems Engineering in Autonomy

Subfield: Safety, Risk, Reliability and Quality

Field: Engineering

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7225614511

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