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Large language models not fit for real-world use, scientists warn — even slight changes cause their world models to collapse (www.livescience.com)
submitted 13 hours ago by 14th_cylon@lemm.ee to c/technology@beehaw.org
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Large language model AIs might seem smart on a surface level but they struggle to actually understand the real world and model it accurately, a new study finds.

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[-] DdCno1@beehaw.org 20 points 12 hours ago

As such, it raises concerns that AI systems deployed in a real-world situation, say in a driverless car, could malfunction when presented with dynamic environments or tasks.

This is currently happening with driverless cars that use machine learning - so this goes beyond LLMs and is a general machine learning issue. Last time I checked, Waymo cars needed human intervention every six miles. These cars often times block each other, are confused by the simplest of obstacles, can't reliably detect pedestrians, etc.

this post was submitted on 17 Nov 2024
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