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#29AI ASSURANCEMAY 21, 2026 · 2H 07M

The Confidence Asymmetry Principle — Why 80% of Future AI Compute Will Be AI Verification

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When code becomes free, confidence becomes the product.

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Jonathon Wright — "The Automation Cyborg"

Two decades at the frontier of test automation — from cognitive engineering and AIOps to today's Agentic AI and Confidence Engineering research. In conversation with the people defining AI-era quality.

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The Confidence Asymmetry Principle — Why 80% of Future AI Compute Will Be AI Verification