AutoResearch
3 statements across 1 episodes · 2 bullish · 0 bearish · 1 people on the record · first statement Mar 20, 2026 by Andrej Karpathy · said 15 times in 1 episodes since 2026 · across every show →
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brought up most by Sarah Guo (14), Andrej Karpathy (1)
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2026 15 mentions in 1 episode
Everything said about AutoResearch, oldest first
Mar 20, 2026 positive
Mar 20, 2026 bullish
Karpathy: AutoResearch discovered hyperparameter tunings he missed after manual optimization
“And then I let our research go for like overnight
and it came back with like tunings that I didn't see.
And yeah, I did forget like the weight decay on the value embeddings and my atom betas were not sufficiently tuned and these things jointly interact.”
Mar 20, 2026 neutral
Karpathy: AutoResearch is limited strictly to domains with easily evaluatable objective metrics
“This is extremely well suited to anything that has objective metrics that are easy to evaluate. So for example, like writing kernels for more efficient CUDA, you know, code for various parts of a model, etc., are the perfect fit. Because you have inefficient c…”