ARK's Big Ideas 2020 deck is here—a year of research packed into 80 slides covering AI, robotics, autonomous, genomics, bitcoin, and more.
Download: ark-invest.com/big-ideas-2020
Here are 5 slides that really hit it home. Thread:
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Deep learning continues to improve at astounding rates. In 2017 it costed $1,000 to train ResNet50 on the cloud, now it costs $10.
Thanks to AI accelerators and 'unlimited' compute in the cloud, AI algorithms are eating up 10x the amount of FLOPs per year.
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Watching the ratio of a company’s spend on humans vs. compute over time has been pretty telling on this point...
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That's a fascinating metric to look at, is there public data on this?