01
Better Software Starts Between the Tools
The tools may work perfectly while the work between them stalls. Better software design starts with the handoffs people still have to manage themselves.
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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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Ideas for what comes next.
New perspectives arrive weekly, ordered from the latest signal backward.
02
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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03
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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04
AI Should Support Human Agency — Not Replace It
The most useful AI strengthens human judgment by making context, alternatives, and uncertainty easier to understand.
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05
Good Technology Should Feel Effortless
Good technology does not demand more attention. It handles complexity with care, removes friction, and helps people keep moving.
Read article ↗From signal to action
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