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shade | 1 year ago

Yes, I was on an internal project recently that wanted to use LLMs in a way that was appropriate to evaluate if changes between two versions of a text were semantically meaningful, and limited to that scope, it would've been a really valuable tool.

We had a directive from management to, for political reasons, use AI in the tool as much as possible to show how innovative and forward-thinking the company is. This led to a bunch of poorly-thought-out choices and while the project is in production and has internal users... I don't think it was particularly successful.

Not all of that is due to the "use AI" directive; there were also poor technology and deployment stack choices that made things overly complicated and cost us a bunch of time.

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