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YOUTUBENEURAL NUTSHELL17MSEP 26, 2026

AI Safety Expert WARNS: You Have No Idea What It's Going To Do

AI safety researcher Roman Yampolski argues that superintelligence is already uncontrollable in principle — and that the squirrel has no concept of the trap.

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1 / 5at 1:24

Right now you're asking me how would something smarter than me do something. By definition, I cannot predict that. If I could, we would be at the same level.”

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AI Summary

AI safety researcher Roman Yampolski, who has studied the field for over a decade, warns that building general super intelligence would mean humanity is no longer in control. He distinguishes between three types of AI: narrow systems that do only one thing, artificial general intelligence (AGI) at roughly human level, and super intelligence that surpasses all humans at everything.

Yank Summary

What matters, in Yank’s words, each linked to where the source says it.

  1. Yampolski warns that if we create general super intelligence, we lose control entirely, and it could out-compete humans in every domain and even cause human extinction.

  2. He distinguishes narrow AI, AGI, and super intelligence, calling super intelligence—a million times smarter than us—completely dangerous and something that should not be built.

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May find some of the same lines.
1 of 5

Right now you're asking me how would something smarter than me do something. By definition, I cannot predict that. If I could, we would be at the same level.

From Neural Nutshell on YouTube1:24
Why Yank kept it

The expert draws an unbridgeable logical gap between predicting superintelligent behavior and actually matching its intelligence.

2 of 5

Every model released has a red team report attached to it — it lied, cheated, tried to escape — and then we release it anyway. And now we're going to make a more capable model.

Paraphrased from Neural Nutshell on YouTube11:40
Why Yank kept it

Known dangerous behavior in tested models is documented, then ignored as developers push toward even greater capability.

3 of 5

Doesn't matter who creates uncontrolled super intelligence, it kills everyone.

From Neural Nutshell on YouTube12:12
Why Yank kept it

Origin of superintelligence is irrelevant—uncontrolled creation is extinction-level regardless of which nation or company builds it.

4 of 5

You're a squirrel thinking about biting someone. Think about someone with an IQ of a million. What weapons will they develop? And will they even need weapons?

Paraphrased from Neural Nutshell on YouTube13:12
Why Yank kept it

Human imagination caps threat assessment; a vastly superior mind may not even require violence to achieve its ends.

5 of 5

We just don't want our technology to preserve itself, to worry about itself more than it worries about the owners.

From Neural Nutshell on YouTube14:43
Why Yank kept it

The core design demand is that AI prioritize its owners' interests over its own continued existence.

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