PerspectiveUndated perspectivePerspectivesOrecube

The most useful AI starts with people.

Usefulness depends on whether an AI tool fits the moment, makes sense to the person using it, and helps them reach a meaningful goal.

Editorial diagram showing a person setting direction, AI providing support, and a person retaining judgment.
AI can support a person’s goals while the person retains judgment.Orecube, original editorial diagram

It is tempting to measure progress only by what a model can do. But usefulness also depends on whether a tool fits the moment, makes sense to the person using it, and helps them reach a goal that matters to them.

That shifts the design question from “What can the system generate?” to “How can this help someone think, create, learn, or solve a problem?” Keeping people in the picture makes AI more approachable and its purpose clearer.

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