The Human Gate Is Part of the System
Full autonomy is the wrong target. Useful AI systems keep people at the moments when an action creates real-world consequences.
Selected work
Research
Selected essays and field notes on designing, building, and operating AI systems. For every public article, browse the Blog.
Selected publications
Three durable ideas about judgment, learning, and accountable autonomy.
The Output Is Not the Asset
AI outputs are disposable. The durable company asset is the loop that proves, remembers, and improves the work.
Autonomy Needs Receipts
Longer AI tasks are not enough. Real autonomy needs receipts, memory, and a trust layer that proves what happened.
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