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AI Assurance Blog by Synoptix

Scroll through our latest articles and thought leadership pieces around AI assurance.

Callum Cockburn

AI Assurance
May 1, 2026

Accountability is a design property: Assurance and liability in high-stakes AI

Policy debates about AI often start where the damage ends: with liability after harm. Liability matters, but it is not enough on its own. When AI...
Author: Callum Cockburn
AI Assurance
March 31, 2026

Why AI assurance will continue to fail unless we start to think holistically

AI Assurance can significantly benefit enterprises and society by helping to unlock AI's potential. However, current approaches often lack a holistic...
Author: Sam Farrow
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Assurance: Why defence risks turning it into governance...
Accountability is a design property: Assurance and...
Why AI assurance will continue to fail unless we start to...
Assurance: Why defence risks turning it into governance...

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