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Applied AI·September 29, 2026·1 min read

Meta’s Muse AI sent a YouTuber’s address to a stranger

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An AI agent handing a stranger a creator’s home address is the nightmare scenario for “let it run your account” products—data access and action scopes are now a board-level risk, not a UX detail. If you’re deploying agents on top of user accounts or marketplaces, you need explicit permissioning, red-team abuse flows, and kill switches before scale.

Applied AI

Sources: OpenAI's ARR is nearing $70B, growing 70%+ since the beginning of Q3, with B2B revenue up 100%+; it added more consumer revenue in Q3 than all of 2025

If OpenAI is really approaching $70B ARR with 70%+ growth since early Q3 and B2B more than doubling, AI infra and assistant spend is no longer experimental line-item territory—it’s core IT and software budget. Expect procurement, security, and CFOs to start treating model vendors like cloud hyperscalers, with multi-year commitments, diversification pressure, and harder ROI scrutiny.