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Applied AI·July 10, 2026·1 min read

Monitoring systemic drift may guide the next phase of organizational resilience

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As AI links more systems together, the real failure mode becomes slow, invisible drift in dependencies and behavior. Treat AI observability like SRE for socio-technical systems — map cross-domain dependencies and set alerts on behavior changes, not just uptime.

Applied AI

Privacy advocates, CAA, and SAG-AFTRA slam Meta's Muse Image, which lets users create AI images using the likenesses of people with public Instagram accounts

If public Instagram photos are treated as fair game for likeness generation, every brand, creator, and employee with a public profile just picked up a new deepfake risk surface. Map where your people’s faces are exposed and tighten social media, consent, and takedown playbooks before this becomes a crisis-management problem.