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David beats Goliath: breakthroughs without massive AI resources

if you find david beating goliath to be a bizzare surprising story, read history?
if you think state of the art in AI cannot possibly be achieved without massive resourcing, go read the AlexNet paper or read about Alec Radford's accomplishments?

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