Ryan65

The final point about AI becoming less visible is probably the most convincing prediction in this whole discussion. Technology often reaches its most useful stage when people stop thinking about the technology and simply rely on the result

Spellcheck is a perfect example, although it also shows the limits of invisible assistance. A spelling correction is usually easy to verify, whereas a generated summary may omit an important qualification or change the meaning of a passage without making the mistake obvious

That means invisibility should apply to the interface, not to accountability. The assistant can work quietly in the background while still allowing users to inspect its sources, review significant changes, and understand when it has made a decision on their behalf

I also hope developers resist the temptation to turn every successful feature into a conversational character. Sometimes a discreet suggestion, a corrected error, or a relevant search result is all the interaction required. Not every tool needs a personality or a running commentary

Ultimately, the best measure of progress may be how little effort people need to spend managing the assistant itself. When AI reliably handles the tedious parts, respects boundaries, and leaves meaningful decisions with the user, it stops being a novelty and becomes simply another useful part of everyday software

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