No Priors: Artificial Intelligence | Technology | Startups
How the ARC Prize is democratizing the race to AGI with Mike Knoop from Zapier
Jun 11, 2024
Mike Knoop, co-founder and Head of AI at Zapier, dives into the fascinating world of Artificial General Intelligence (AGI) and the innovative ARC Prize. He challenges traditional views on AGI, advocating for a definition centered on a system’s ability to learn. The conversation explores why large language models may not lead us to true AGI, as well as how Zapier is revolutionizing workflow automation with AI. Knoop emphasizes the importance of open-source approaches and the need to avoid premature regulations that could stifle potential breakthroughs.
26:03
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Quick takeaways
- Efficient skill acquisition is a key aspect of general intelligence according to the ARC Prize evaluation criteria.
- Focusing on new techniques like program synthesis and neural architecture search can break the limitations of current AI paradigms.
Deep dives
Mike Noop's Journey into AGI and Launching the Arc Prizes
Mike Noop, the co-founder of Zapier, discusses his transition from building AI at the application layer for Zapier to exploring AGI research. Noting a stall in AGI progress due to the wrong consensus definition, he introduces the Arc Prizes competition aimed at re-accelerating AGI development. The ArcAGI eval sets a standard for true AGI measurements, emphasizing efficient acquisition of new skills as a hallmark of general intelligence.
