A higher bar than efficiency
Speed matters. So do cost and convenience. But a process can become faster while leaving its users less informed and less able to challenge a poor outcome. Efficiency is useful only when we are honest about what it removes as well as what it improves.
What agency looks like
A tool increases agency when it makes the important parts of a situation easier to see. It offers a path to understand why, not only what. It preserves meaningful choice and gives people a way to recover when the default is wrong.
Tools should teach
The tools I value most make their users more capable over time. They reveal enough of the underlying model to reward curiosity and allow a person to move from consumer to participant. Convenience is welcome, but dependence should not be the hidden price.
Keep judgment with people
Machines are excellent at scale, recall, and consistency. People remain responsible for context, values, and judgment. That is not an argument against automation. It is an argument for drawing the boundary carefully and making it visible, especially when the outcome carries real consequences.
A practical standard
When I evaluate a technology, I ask whether it expands the meaningful things a person can do and whether it leaves that person able to understand the result. It is not the only test. It is a useful one. Progress should increase our capacity to shape the world, not merely our speed inside someone else’s system.