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CEO of Google Says It Has No Solution for Its AI Providing Wildly Incorrect Information (futurism.com)

submitted 6 months ago by Stopthatgirl7@lemmy.world to c/technology@lemmy.world

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You know how Google's new feature called AI Overviews is prone to spitting out wildly incorrect answers to search queries? In one instance, AI Overviews told a user to use glue on pizza to make sure the cheese won't slide off (pssst...please don't do this.)

Well, according to an interview at The Vergewith Google CEO Sundar Pichai published earlier this week, just before criticism of the outputs really took off, these "hallucinations" are an "inherent feature" of AI large language models (LLM), which is what drives AI Overviews, and this feature "is still an unsolved problem."

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[–] vrighter@discuss.tchncs.de 18 points 6 months ago (10 children)

no, the truth is it's impossible even then. If the result involves randomness at its most fundamental level, then it's not reliable whatever you do.

[–] MacNCheezus -3 points 6 months ago* (last edited 6 months ago) (9 children)

Sure, the AI is never going to understand what it's doing or why, but training it on better datasets certain WILL improve the results.

Garbage in, garbage out.

[–] joneskind@lemmy.world 10 points 6 months ago (2 children)

You can train an LLM on the best possible set of data without a single false statement and it will still hallucinate. And there’s nothing to be done against that.

Without understanding of the context everything can be true or false.

“The acceleration due to gravity is equal to 9.81m/s2” True or False?

LLM basically works like this: given the previous words written and their order, the most probable next word of the sentence is this one.

[–] MacNCheezus -3 points 6 months ago (1 children)

Well yes, I've seen those examples of ChatGPT citing scientific research papers that turned out to be completely made up, but at least it seems to be a step up from straight up shitposting, which is what you get when you train it on a dataset full of shitposts.

[–] joneskind@lemmy.world 3 points 6 months ago

Well it’s definitely true that you will have hard times getting true things from garbage. But funny enough, the model might hallucinate true things:)

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