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evgen | 11 months ago

Can you provide an example of this? There are a few inventions-via-serendipity (e.g. Teflon) where someone got lucky, but few that i can think of where the specific person who got lucky mattered. Kary Mullis and PCR maybe?

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sashank_1509|11 months ago

Some examples from Deep learning:

AlexNet that started the deep learning revolution. Was there other groups trying to solve Image Net by training convnets on GPU’s in 2009?

OpenAI and the scaling hypothesis. Before chatGPT it was only OpenAI training larger and larger language models.

TRPO, PPO line of RL algorithms invented by John Schulman

In fact I would say, in general a lot of inventions only happen because 1 person or 1 group willed it into existence and it would seem very unlikely for it to happen if that 1 person or group did not exist.

somethingsome|11 months ago

Il sorry to bomb your comment, but I saw on another thread that you followed CMU intro to DL and had a beautiful time doing all the homework.But I didn't find your contact info.

Do you happen to still have the homework questions/solutions somewhere ?

At the moment the new ones are locked behind CMU credentials.

kllrnohj|11 months ago

The bicycle. It's a surprisingly recent invention despite its simplistic material and manufacturing requirements.

nradov|11 months ago

We've discussed bicycles before. The material is hardly simplistic. There wasn't much serendipity involved. Practical bicycles came soon after the necessary basic technology had been developed, including precision bearings and robust pneumatic rubber tires. This wasn't a case where we could have had bicycles a century earlier if someone had come up with the idea.

umanwizard|11 months ago

Surprisingly, there’s also still no simple explanation for why a bicycle works. It’s easier to understand how a modern microprocessor works than a bicycle.