AI

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Artificial intelligence (AI) is intelligence demonstrated by machines, unlike the natural intelligence displayed by humans and animals, which involves consciousness and emotionality. The distinction between the former and the latter categories is often revealed by the acronym chosen.

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How reliable are modern LLMs? (lemmy.today)

submitted 2 months ago by [email protected] to c/[email protected]

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I wanted to extract some crime statistics broken by the type of crime and different populations, all of course normalized by the population size. I got a nice set of tables summarizing the data for each year that I requested.

When I shared these summaries I was told this is entirely unreliable due to hallucinations. So my question to you is how common of a problem this is?

I compared results from Chat GPT-4, Copilot and Grok and the results are the same (Gemini says the data is unavailable, btw :)

So is are LLMs reliable for research like that?

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[–] [email protected] 4 points 2 months ago

I work on a project where we are trying to analyse financial data. We use Claude and llama and they are really good. We needed a few months to achieve 87% reliability.

For our application that's probably almost enough. For an application that needs 100% all the time, every time, that quite a lot away.