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scaling laws (3)
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3 posts
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The Sigmoids Won't Save You

Scott debunks the "all exponentials become sigmoids" argument against AI risk by showing how forecasters consistently predict premature flattening of exponential trends, and argues that without deep understanding of AI dynamics, we should expect current AI progress to continue for roughly as long as it's already been going.

acx
May 15, 2026 1,823 words 605 likes 480 comments Listen · 11 min Read Read

What Happened With Bio Anchors?

Scott explains why Ajeya Cotra's influential 'Biological Anchors' report correctly predicted the AI scaling boom but got AGI timelines wrong by twenty years, due to severely underestimating the rate of algorithmic progress.

acx
Feb 12, 2026 4,045 words 182 likes 269 comments Listen · 25 min Read Read

The Obligatory GPT-3 Post

Scott Alexander examines GPT-3's capabilities, improvements over GPT-2, and potential implications for AI development through scaling.

ssc
Jun 10, 2020 3,643 words 0 likes 263 comments Listen · 27 min Read Read
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