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Speed vs Quality when using AI in Discovery

Speed vs Quality when using AI in Discovery

The Sprint book inspired teams to get out of the office and test their ideas quickly.

After running design sprints, I saw a pattern…teams got speed, but not quality…usually because we weren’t anchored to a real customer problem and a business outcome.

It ended up feeling like we were going through the motions of discovering new ideas but not innovating anything useful.

AI accelerates the work of a design sprint but this increase in speed can shortcut deep thinking.

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AI App: Searching in the content of images
AI Product Creator Jim Morris AI Product Creator Jim Morris

AI App: Searching in the content of images

"What can AI do for you?"

For example, I have hundreds of handmade drawings I created to explain PM concepts. Searching for them is super annoying. The Mac Spotlight search usually can't even find files by keywords in a filename (another fail for Apple "Intelligence").

So I vibe coded an image search. In less than 2 hours of chatting/prompting (over a couple days), I created a fully functional image search.

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