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Continuous AI Assurance Still Starts With a Point in Time

Continuous AI Assurance Still Starts With a Point in Time

by Shea Brown | May 17, 2026 | Blog, CEO's Corner

Last week, the Australian Prudential Regulation Authority (APRA) published a letter to industry summarizing what it learned from a targeted engagement with a group of large banks, insurers, and superannuation trustees on their AI adoption practices. The substance of...
Runtime Guardrails Are Only as Good as They Are Effective

Runtime Guardrails Are Only as Good as They Are Effective

by Shea Brown | Apr 26, 2026 | CEO's Corner

There is a real and growing body of serious work on making AI agent deployments safer at runtime. I want to engage with that work honestly, because it matters, and because I think there is an important distinction buried inside it that is worth drawing out. What Does...

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  • Continuous AI Assurance Still Starts With a Point in Time
  • We Already Have a Framework for AI Assurance… What We Need is the Right Content
  • Runtime Guardrails Are Only as Good as They Are Effective
  • The End of Human Judgment in the Kill Chain?
  • How Do You Actually Conduct a Bias Audit?
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