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Most codebases are pretty proprietary and so out of distribution for the AI which causes poor performance and you really have to fight some of the training to use internal libraries and conventions.

Still useful but certainly not PhD-level when it imports X, you remind it's instructions are to use Y, it apologizes, imports Y but then immediately imports X again.

So when your project gets cancelled for AI and haven't gotten a raise while AI researchers in the same company are getting generational wealth- it does feel pretty bad.





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