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Applied AI·July 9, 2026·1 min read

Uber's CTO embedded its top AI engineers in HR, finance, and legal, and found better ways to build

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Embedding top AI engineers directly into HR, finance, and legal to build “agentic pods” is a structural bet that domain intimacy beats centralized AI teams. If you’re serious about agents, stop treating back-office as a generic use case—assign senior builders into those functions for 90 days and ship one end-to-end workflow each.

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.