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2 articles from Crelis on Decision Provenance. Most recent: “AI Accountability Software: A Framework for Oversight”.
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