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Understanding Model Collapse: A Hidden Threat in Generative AI

Roberto Iriondo -
TL;DR: Model collapse is a phenomenon where AI models trained on recursively generated data gradually lose their ability to produce accurate and diverse outputs...

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Introduction to Machine Learning, fourth edition (Adaptive Computation and Machine Learning series)
$52.99 (as of September 19, 2024 18:55 GMT -04:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)
Beat the Generative AI FOMO: Complete Generative AI Guide for Beginners to Know How It Can be Disruptive, Impact Careers, Daily Life & Can Also Create Various Opportunities
$4.99 (as of September 19, 2024 18:55 GMT -04:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)
Foundation Models for Natural Language Processing: Pre-trained Language Models Integrating Media (Artificial Intelligence: Foundations, Theory, and Algorithms)
Available for Amazon Prime $49.99 $41.13 (as of September 19, 2024 02:17 GMT -04:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

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