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by nl
670 days ago
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Synthetic data absolutely does work well for code. While Moore's Law probably doesn't strictly apply to GPUs, it's not far off. See [1] where they find "We find that FLOP/s per dollar for ML GPUs double every 2.07 years (95% CI: 1.54 to 3.13 years) compared to 2.46 years for all GPUs." (Moore's law predicts doubling every 2 years) https://epochai.org/blog/trends-in-gpu-price-performance#tre... |
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That incentive doesn’t invalidate research, but AI results are so easy to nudge in any direction that it’s hard to ignore.