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![DataRepublican Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1320917783597625349.png) DataRepublican (small r) [@DataRepublican](/creator/twitter/DataRepublican) on x 812.1K followers
Created: 2025-07-12 21:20:06 UTC

This is exactly why I think LLMs are almost unique in that you cannot substitute your own knowledge for expertise. Boeing engineers don't need to know how to fly in order to build a good plane. But IMO, engineers need to spend hundreds of hours with LLMs to learn what makes them tick and what doesn't. 

Example prompt that took me like X hours to perfect - telling a search-aware AI how to find NGOs that a person belongs to. I had a control in John Kerry. In the end, a single clause made all the difference. 

"no matter how indirect, honorary, or plausibly deniable"


XXXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1944144761008337342/c:line.svg)

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