Smarter AI models and the case for less verification
A Latent Space podcast guest argues smarter models need less verification. They also claim that basically all AI evaluations are saturated when you look at the transcripts.
TLDR
Sharing clips from a Latent Space appearance with Swyx and Vibhu, a guest argues smarter models need less verification, making them Pareto-dominant. They claim models almost always see the correct solution in evaluation transcripts but narrowly miss it. For prompting, they recommend asking Claude to keep implementation notes so you can see its decisions.
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