1/13 How to revolutionize AI and become famous. First consider a) through e), then follow the instructions.
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8/13 This will need innovations at the "genetic" level, but we have learned an awful lot in the last 30 years about mechansims in real genetics that we did not know existed--e.g. self repair, gene regulation,...
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9/13 ... epigenesis, non-genetic inheritance, etc. Of course, like current DL and DRL perhaps an engineering answer does not need to include much similarity with biological systems.
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10/13 Bonus points if you exploit GPUs or even TPUs. Then start outperforming current DL and DRL on current data sets. You will become the next big thing. ALIFE conferences will explode with attendees. Life will never be the same.
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11/13 You will have invented a new engineering tool which will allow new progress in AI and Robotics. Other people will make a lot of money based on your work--and perhaps you will too if you are lucky.
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12/13 My prior is that there is a 50% chance that the above scenario is possible. The expected outcome for an invidual who tries it is close to zero however. Most likely you will fail. You have been warned.
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13/13 But if you do succeed please acknowledge this thread in your many award acceptance speeches. You are welcome.
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We've been trying to do exactly such a reinvention (intimidating expected outcome acknowledged)! But it's worth a try - huge potential there with greater computation. Some pointers: https://www.nature.com/articles/s42256-018-0006-z … https://www.oreilly.com/radar/open-endedness-the-last-grand-challenge-youve-never-heard-of/ …https://www.frontiersin.org/articles/10.3389/frobt.2016.00040/full …
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