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Future of Work & Organizations
How AI may change firm size, responsibility and the organization of work.
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essays
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When Devices Become AI-Powered, Product Management Becomes Lifecycle Management
AI-powered devices force product teams to manage hardware and model dependencies, capability limits, power budgets, OTA failure paths, data flows, cybersecurity and end-of-life support.
Sep 3, 2026
14 min read
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