The Data Exchange with Ben Lorica cover image

Exhaustion of High-Quality Data Could Slow Down AI Progress in Coming Decades

The Data Exchange with Ben Lorica

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The Role of Synthetic Data in Artificial Intelligence

In the very short term, I am a bit worried about data, especially if we're only using high quality data and it turns out you can't trade off quality for quantity. And so then of all these trends, what concerns me the most? Well, like in terms of the likelihood of. Let's say five to 10 years, what worries you the most? In terms of, by worry, that will halt progress. Yeah. But isn't synthetic data published kind of similar to the generative AI in the sense that you're basically generating data for a distribution you're already seen? I guess you haven't tweaked the distribution a little bit but. Exactly.

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