01
Good AI Makes Room for Correction
An AI suggestion won't always be right. Thoughtful design gives people a clear way to change it, recover their work, and keep moving.
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Notes from inside the engine.
Perspectives on context, intelligent software, human agency, and the work of turning signals into movement.
Featured perspectiveAugust 2026
The Next AI Shift: From More Answers to Better Decisions
The next era of human-centered AI will be defined by how well technology turns information into context, clarity, and meaningful action.
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Thinking about Human-centered AI.
New perspectives arrive weekly, ordered from the latest signal backward.
02
Why Context Matters More Than More Data
More information doesn't always make the next step clearer. Context connects the signals to the decision, the moment, and the people affected.
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03
AI Should Support Human Agency — Not Replace It
The most useful AI strengthens human judgment by making context, alternatives, and uncertainty easier to understand.
Read article ↗From signal to action
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