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Applied AI·July 8, 2026·1 min read

'The question is no longer whether organisations should adopt AI. It's whether they can explain, govern and trust the AI they've already deployed': Many companies deploying AI often end up with much bigger security issues

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AI is now a security surface as much as a productivity tool—unexplained models and shadow deployments are turning into live vulnerabilities. This week, inventory where AI is in production and assign explicit ownership for model behavior, data access, and incident response.