Insight certainty 4/5 debate potential 3/5

Knoop: AI progress remains constrained by fundamental ideas, not compute

Mike Knoop · Chasing Real AGI: Inside ARC Prize 2025 with Chollet & Knoop · Apr 3, 2025 · at 38:25

Mike Knoop is co-founder of Zapier and NDEA research lab. He discusses why open research and new algorithmic paradigms are necessary to reach AGI.

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“We don't have AGI yet. We don't have the ideas for it yet. We're still our idea constrained even literally today.”

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 Mike Knoop

Insight
Knoop: LLM failure rates break unsupervised server-based automation workflows
“You know, it fails randomly two out of 10 times, which might be fine in a supervised setting like ChatGPT. You know, where you're talking with these sort of assistants but it doesn't really work in an automation case where it's hands-off keyboard running on a …”
Mike Knoop Apr 3, 2025 ▶ 33:01 Chasing Real AGI: Inside ARC Prize 2025 with Chollet & Knoop
Assertion Not checkable as stated
Knoop: Deep learning has millions of engineers, program synthesis has mere hundreds
“There's maybe a couple of million deep learning engineers now in the world. In contrast, there's probably maybe only a few hundred like really great program synthesis folks across, across the world.”
Mike Knoop Apr 3, 2025 ▶ 59:19 Chasing Real AGI: Inside ARC Prize 2025 with Chollet & Knoop
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