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Applied AI·June 13, 2026·1 min read

OpenAI says it's 'committed to learning' as a coalition of states investigates ChatGPT's impact on young users

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State AGs moving on ChatGPT’s impact on minors means youth safety is graduating from trust-and-safety policy to legal discovery—your logs, UX choices, and guardrails are now potential evidence. Any product with material under-18 usage should be documenting safety rationales and age controls as if a subpoena is inevitable.

Applied AI

Q&A with labor researcher Molly Kinder on her recent, widely discussed "Messy Middle" essay on AI-driven disruption of knowledge jobs and how to address it (Casey Newton/Platformer)

The "messy middle" frame is a reminder that AI disruption of knowledge work won’t be a clean before/after event—it will be a long period of partial automation, unstable roles, and contested productivity gains. Operators should be mapping which roles in their org are entering that middle now and designing transition paths, not waiting for a clear endpoint.