Active Parameters

topic on 1 show · 1 statements across 1 episodes

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Cameron: Inference economics incentivize larger, sparser AI models over dense architectures
“It's, I think, less about total parameters in many cases when thinking about inference costs and more around number of active parameters, and so there's a bit of an incentive towards larger, sparser models.”
George Cameron Jan 9, 2026 ▶ 38:16 Artificial Analysis: The Independent LLM Analysis House — with George Cameron and Micah Hill-Smith

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