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Applied AI·July 9, 2026·1 min read

Shadow AI is creeping in to healthcare - leaders need to recognize the risk before it’s too late

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Shadow AI in healthcare isn’t a tooling problem—it’s a governance vacuum where clinicians reach for unapproved models to get work done. If you run a regulated environment, assume AI is already in use off the books and move quickly to provide sanctioned options with clear guardrails before regulators or incidents force your hand.

Applied AI

Google launches Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber, and says it has started its "most ambitious pre-training run yet" for Gemini 4

Google is pushing a barbell strategy—cheap, fast Flash variants for mass deployment now, while quietly spinning up a huge Gemini 4 pre-train for the next capability jump. If you’re building on Gemini, optimize around Flash economics this year but keep your high-stakes roadmap modular enough to swap in Gemini 4 without a full rewrite.