New paper: AI assurance needs five commitments, not six checklists

YvesMulkers · x · 2026-09-30

A new paper argues that AI assurance shouldn't be reduced to six separate checklists. Instead, it proposes five core commitments spanning all frameworks: testable claims, evidence, lifecycle validity, accountability, and interoperability. The author highlights vendor-facing questions as a practical way to apply these commitments.

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