My lesson from these two examples is that it might be possible to make prompting “invisible” by making it part of the UI, and finetuning output for as much of the writer’s context as possible to make it more useful. Latency matters, and cost matters, which are wonderful because these tend to be “regular engineering” type problems rather than AI pr

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In my experience, the most useful approaches to AI are:

1. Ask clearly bounded questions, where you can easily inspect the results.


2. Don’t let AI make decisions for you. Instead, challenge it to broaden your options.


3. Take advantage of the fact that it doesn’t have feelings, and use its honesty to get useful feedback.