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Applied AI·September 8, 2026·1 min read

Almost all AI tools are now running with no oversight from IT — putting companies in the firing line

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Shadow AI is just shadow IT with higher blast radius — “fire-and-forget” deployments push risk onto security teams who don’t even have an inventory. If you own a business unit budget, assume you’re already running unvetted AI tools and task someone this week with mapping where models, data, and prompts are actually flowing.

Applied AI

‘If we don’t like it, we’ll kill it. If we love it, we’ll marry it’: We were dreaming about ChatGPT thousands of years before it existed — here's how ancient myths shaped the AI we’re building today

The stories we tell about AI—servant, oracle, monster—quietly set user expectations and risk tolerance before any product spec is written. If you're deploying AI into consumer or employee workflows, align your narrative with the actual failure modes you can manage, not the myth you're unconsciously reenacting.