3h ago

Modern AI Training Moves Beyond Pure Prediction, Mooting Transformer Debate

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Original post

But the debate about whether a transformer architecture trained on pure prediction with reasonable amounts of compute winds up superintelligent is moot. Because modern AIs aren't trained on pure prediction anymore.

12:35 PM · May 21, 2026 View on X

Modern AIs are trained for a while on pure prediction, and then they're trained on solving hard problems. Roughly speaking, someone will give them a math problem and 1000 tries to write a bunch of text about solving it, and then pick the closest attempt & reinforce it.

Nate Soares ⏹️Nate Soares ⏹️@So8res

But the debate about whether a transformer architecture trained on pure prediction with reasonable amounts of compute winds up superintelligent is moot. Because modern AIs aren't trained on pure prediction anymore.

7:35 PM · May 21, 2026 · 140 Views
7:35 PM · May 21, 2026 · 145 Views