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I'll write that down for reference in case I do ever join an organization like that in the future, thanks.

600% improvement is worth what, 3 days of billable work if it lasts 5 minutes?

Series of such "improvements" could be fame and fortune in your team/group/vertical. In such places, the guy who toots the loudest wins the most.

	▲	nottorp 9 hours ago \| parent [-]
		So THAT's why large organizations want "AI". In such a place I should be a very loud advocate of LLMs, use them to generate 100% of my output for new tasks... ... and then "improve performance" by simply fixing all the obvious inefficiencies and brag about the 400% speedups. Hmm. Next step: instruct the "AI" to use bubblesort.