nii236@lemmy.jtmn.devM to LLM@lemmy.jtmn.devEnglish · 1 year ago

The AI feedback loop: Researchers warn of ‘model collapse’ as AI trains on AI-generated content

venturebeat.com

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The AI feedback loop: Researchers warn of ‘model collapse’ as AI trains on AI-generated content

venturebeat.com

nii236@lemmy.jtmn.devM to LLM@lemmy.jtmn.devEnglish · 1 year ago

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As a generative AI training model is exposed to more AI-generated data, it performs worse, producing more errors, leading to model collapse.

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A large language model (LLM) is a language model consisting of a neural network with many parameters (typically billions of weights or more), trained on large quantities of unlabeled text using self-supervised learning or semi-supervised learning. LLMs emerged around 2018 and perform well at a wide variety of tasks.

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