Artificial Intelligence ( AI ) large-language models (LLMs) such as OpenAI’s ChatGPT and Google’s Gemini are devouring “high-quality text data” from the Internet at such a rapid clip they could soon run out of it, resulting in AI “inbreeding.”
Data-hungry AI firms are already using “AI-generated, or synthetic, data as training material” to beat the looming shortages — but researchers warn this “could actually cause crippling malfunctions.”
Training AI on text that is itself generated by AI is described as “the computer-science version of inbreeding” by the Wall Street Journal and generally results in gibberish and “model collapse.”
One experiment involving modeling along these lines resulted in an LLM spitting out a diatribe about a species of jackrabbit that does not exist when it was supposed to discuss 14th-century English architecture.The amount of high-quality text available for AI to train on is running out so fast that OpenAI is already looking to […]
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