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Applied AI·July 23, 2026·1 min read

The agent security gap: 54% of enterprises have already had an AI agent incident, and most still let agents share credentials

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If 54% of 107 enterprises have already had an AI agent incident or near-miss and “most” still let agents share credentials, agent security is where cloud was pre-IAM. Treat every agent as a first-class identity with scoped access this week — or accept that your automation roadmap is also your breach roadmap.

Applied AI

I asked a disaster survival psychologist if AI usage should be the same level of 'emergency' as Pompeii — but instead she's worried about a technology catastrophe that I didn't even consider

Framing AI risk through disaster psychology shifts the question from “will AI go wrong” to “how brittle are our socio-technical systems when it does.” For operators, the move is to map single points of failure where AI is becoming an unseen dependency—payments, logistics, comms—and build manual or alternative paths before you need them.

Applied AI

Black Forest Labs launches FLUX 3 capable of generating images and 20-second video with audio — but in limited release to start

A frontier multimodal like FLUX 3 that does 20-second video with audio from a single prompt tightens the loop between ideation and finished creative—storyboards, animatics, and rough cuts collapse into one step. For media teams, the near-term move is to pilot these tools on pre-viz and social assets where rights and quality thresholds are lower.