AutoResearch
also referred to as: auto research
2 statements across 2 episodes · 0 bullish · 0 bearish · 2 people on the record · first statement Apr 22, 2026 by Mikhail Parakhin · said 1 times in 1 episodes since 2026 · across every show →
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Everything said about AutoResearch, oldest first
Apr 22, 2026 neutral
Parakhin: Auto-research excels at obvious optimizations but fails on out-of-distribution tasks
“Autoresearch is very good at doing kind of obvious things that you don't have bandwidth to do, or you didn't notice, or maybe you're not aware of like some standard practices. It is not good at doing something completely out of distribution, something that, yo…”
Jul 8, 2026
Bubna: Auto-research is hyperparameter tuning guided by model intuition, not architecture changes
“I, so the stuff I've seen people do with it is nowhere on the architecture level. It's pretty much tweaking parameters, but it's basically a high proprietor sweep that's guided by some sort of model intuition. So it's like much more efficient than whatever oth…”