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All reference videosAcademy • Reference video • 56:54

Parables on the Power of Planning in AI: From Poker to Diplomacy: Noam Brown (OpenAI)

Paul G. Allen School

Why watch

Why search and planning at inference beat bigger models in games.

Featured in

Course · Test-Time Compute & Verification

Open on YouTube

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47:56
Sasha Rush
Speculations on Test-Time Scaling (o1)
A careful survey of how reasoning models might spend inference compute.
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1:37:12
Sebastian Raschka
Build A Reasoning Model From Scratch 4: Inference Scaling 1 (Temperature, Top-p, Self-Consistency)
Sampling and majority vote in code, alongside the self-consistency lesson.
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51:57
Anthropic
What is AI "reward hacking"—and why do we worry about it?
What happens when the verifier can be exploited.
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Hosted by YouTube and played through its privacy-enhanced embed. The creator is not affiliated with NeuroGenesys; a video is a way in, not a source.

Leadership

A word from the founder — on why the brain is the blueprint, and why the next decade of intelligence will be built here.

"The brain is the universe's only proof that general intelligence is possible. We treat it as the blueprint."

From cortical interfaces to photonic silicon, every program at NeuroGenesys exists to answer one question: how does intelligence arise — and how do we build it safely.

Will Schulz

Will Schulz

Founder, NeuroGenesys • AW3 Technology