Researchers warn that artificial intelligence companies like OpenAI and Google are quickly depleting the human-written training data necessary for their AI models to continue improving.
The OpenAI logo is seen on a mobile phone in front of a computer screen which displays output from ChatGPT, March 21, 2023, in Boston. A wave of AI deepfakes tied to elections in Europe and Asia has coursed through …
“There is a serious bottleneck here. If you start hitting those constraints about how much data you have, then you can’t really scale up your models efficiently anymore,” AI researcher Tamay Besiroglu, lead author of a new paper, told The Associated Press. That ongoing need has already sparked lawsuits from publishers, including the New York Times, against OpenAI for copyright infringement.
A new paper from San Francisco-based think tank Epoch suggests that the volume of text data used for training AI models is growing at 2.5 times per year, while computing capabilities are growing at four times that rate.
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