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real question is not whether AI is worth the investment but whether deep reinforcement learning (DM’s main but not sole focus) is right target. but there is also a perception Q that will shape future investment, since most current investment is corporate & sensitive to returns.https://twitter.com/IntuitMachine/status/1159468192852566019 …
this tweet - “real question & ... perception question” (not what the twitterverse is attributing to me) clarifies what think is important here, @egrefen @IntuitMachine & others
LHC initiative & Higgs boson discovery are not comparable to the AI, RL or ML research. Apples & oranges...
One telltale difference between CERN / LHC and DeepMind is the entities that funded the ventures. Several of the investors in DeepMind were VC’s seeking return on their investments whereas I’m pretty sure no VC invested in CERN or LHC.
I agree that reinforcement learning is an expensive approach. But one can't deny the fundamental discovery of AlphaZero. I don't think we could arrive at this discovery by restricting research expenditure.
Regarding the fundamental discovery:https://medium.com/intuitionmachine/the-strange-loop-in-alphago-zeros-self-play-6e3274fcdd9f …
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