“So how we know that it's even doable? Because we, ah, there is an example of a creature that has such a property.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
More from Wojciech Zaremba
Opinion
Zaremba: Universal basic income is the only viable path as automation grows
“So, I believe that we'll have to offer to people a basic income. I super strongly believe that actually that's the only way.”
Wojciech ZarembaMay 17, 2017▶ 52:06An AI Primer with Wojciech Zaremba · Y Combinator
Insight
Zaremba: Most business problems can be solved via supervised learning
“Majority of business problems can be framed as supervised learning, and therefore they can be solved with current techniques, as long as we have sufficient number of input examples and what we want to predict”
Wojciech ZarembaMay 17, 2017▶ 46:59An AI Primer with Wojciech Zaremba · Y Combinator
AssertionPartly supported
Zaremba: OpenAI has secured $1 billion in total investment
“In total we gather an investment of one billion dollar in the group.”
Wojciech ZarembaMay 17, 2017▶ 1:34An AI Primer with Wojciech Zaremba · Y Combinator
Insight
Zaremba: Reinforcement learning struggles in reality due to reward and reset assumptions
“The assumption underlying reinforcement learning Is that then there is some environment, and environment, you are an agent, and you are acting in environment by executing actions and getting rewards from the environment. And the rewards might be taught as, let…”
Wojciech ZarembaMay 17, 2017▶ 7:12An AI Primer with Wojciech Zaremba · Y Combinator
Opinion
Zaremba: ImageNet is the essential dataset that enabled deep learning
“That's the essential data set that made deep learning happen.”
Wojciech ZarembaMay 17, 2017▶ 34:36An AI Primer with Wojciech Zaremba · Y Combinator
AssertionSupported
Zaremba: ImageNet error dropped to 3%, achieving superhuman vision performance
“Within several years, people got down, I believe, to three percent error, and that's essentially superhuman performance.”
Wojciech ZarembaMay 17, 2017▶ 37:40An AI Primer with Wojciech Zaremba · Y Combinator
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