When Knowledge Battles Noise in GPT Models episode artwork

EPISODE · Jan 7, 2026 · 7 MIN

When Knowledge Battles Noise in GPT Models

from Inside the Black Box: Cracking AI and Deep Learning · host Arshavir Blackwell, PhD

Explore how GPT-2 balances fleeting factual recall with generic responses through internal competition among candidate answers. Discover parallels with human cognition and how larger models navigate indirect recall to reveal hidden knowledge beneath suppression.

Explore how GPT-2 balances fleeting factual recall with generic responses through internal competition among candidate answers. Discover parallels with human cognition and how larger models navigate indirect recall to reveal hidden knowledge beneath suppression.

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When Knowledge Battles Noise in GPT Models

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This episode is 7 minutes long.

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This episode was published on January 7, 2026.

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Explore how GPT-2 balances fleeting factual recall with generic responses through internal competition among candidate answers. Discover parallels with human cognition and how larger models navigate indirect recall to reveal hidden knowledge beneath...

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