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3 articles from Crelis on Decision Provenance. Most recent: “Non-Repudiation, in Plain English”.
Non-repudiation is evidence for a later denial, not proof that the action was right.
Retool's 2026 survey found 22% of organizations had a production incident caused by an AI-generated internal tool, and 51% could not say for certain either way. That is the liability gap.
Key Takeaways Understand the fundamental distinction between passive data logging and a tamper-evident audit trail AI that provides mathematically detectable proof of every autonomous decision. Le