Mike Knoop, co-founder of Zapier and co-creator of the ARC Prize, explains why he favors François Chollet's definition of AGI over the mainstream economic output definition.
“Francois definition, which is the one that I think is the right one is this definition that general intelligence is a system that can effectively, efficiently acquire new skill. That's it efficiently acquiring new skill and being able to solve these open-ended problems with that ability.”
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More from Mike Knoop
Opinion
Knoop: AGI progress has stalled over the last five years
“You know, my belief is that AGI progress has really stalled out over the last four or five years.”
Mike KnoopJun 11, 2024▶ 1:26No Priors Ep. 68 | With Zapier Co-Founder and Head of AI Mike Knoop
Opinion
Knoop: ARC-AGI is the only true AGI evaluation that exists
“Arc AGI to best of my knowledge is the only true. AGI eval that actually exists in the world and measures a actually good definition, correct definition of what AGI is, which we can talk about.”
Mike KnoopJun 11, 2024▶ 2:28No Priors Ep. 68 | With Zapier Co-Founder and Head of AI Mike Knoop
Opinion
Knoop: LLMs are high-dimensional memorization, not general intelligence
“Effectively what large language models do today is they are high dimensional memorization systems, right? They are trained on lots of training data. They're able to find and generalize patterns off of the training data that they're trained on and then apply th…”
Mike KnoopJun 11, 2024▶ 5:42No Priors Ep. 68 | With Zapier Co-Founder and Head of AI Mike Knoop
PredictionNot checkable as stated
Knoop: Purely scaling language models will not achieve AGI
“Scaling language models purely will not get there.”
Mike KnoopJun 11, 2024▶ 7:41No Priors Ep. 68 | With Zapier Co-Founder and Head of AI Mike Knoop
Insight
Knoop: Legislating AI research from theoretical capability predictions is dangerous
“I think it's incredibly dangerous to try and make predictions about future capabilities, about where the technology will go and make rules, legislations, laws.
Like prohibiting or enforcing or requiring certain research directions through a theoretical lens.
I…”
Mike KnoopJun 11, 2024▶ 12:56No Priors Ep. 68 | With Zapier Co-Founder and Head of AI Mike Knoop
PredictionOpen · timeframe Jun 2029
Knoop: ARC solution will likely need under 10k code lines, not massive LLMs
“It's quite likely actually that the solution it can be like written in like 10,000 lines of code or less. And it's not gonna require these like, you know, gigantic You know, two hundred billion large parameter models in order to solve it.”
Mike KnoopJun 11, 2024▶ 15:15No Priors Ep. 68 | With Zapier Co-Founder and Head of AI Mike Knoop
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