Useful test. I'd add one more: who owns the exception when the new action produces a plausible but wrong result? That's where pilots stop being demos.

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People overcomplicate writing specs for AI agents. Break it down to: What is needed to do the task? What tools, what data, what memory? An agent is just a software that acts on input. Spec it like one. #ProductManagement #AI

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The most basic function of government is to protect people from harm. Two growing phenomena — climate change and AI — pose escalating risks of extraordinary harm. What can be done about both? Two words: Liability law. Let me explain..

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Looks interesting. Is there a way to try it?

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Every skill you outsource to AI is a muscle you stop training. If you don't know how to do the work, you cannot innovate. Do some of the "routine" thinking by hand. On purpose. #AI

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