What is 'model collapse'? An expert explains the rumours about an impending AI doom
Briefly

from The Conversation6 months ago
Modern AI systems are built using machine learning which relies heavily on quality data. Researchers found that using solely AI-generated data can lead to a decline in quality and diversity in AI responses.
The Conversationhttps://theconversation.com/what-is-model-collapse-an-expert-explains-the-rumours-about-an-impending-ai-doom-236415?utm_source=twitter&utm_medium=bylinetwitterbutton
Recent trends show that big tech companies are increasingly using AI-generated content for training, but this practice risks leading to 'regurgitive training', where each new model becomes less effective.
The Conversationhttps://theconversation.com/what-is-model-collapse-an-expert-explains-the-rumours-about-an-impending-ai-doom-236415?utm_source=twitter&utm_medium=bylinetwitterbutton
Read at The Conversation
#model-collapse #generative-ai #data-quality #machine-learning
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