Neel Nanda
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19 August 2025
From one piece MATS Applications Open (Due Aug 29) 3 beliefs, in the piece's order there
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Their words
My model is that research requires a mix of skills. The day-to-day coding and execution is crucial. But there's also a set of harder-to-learn conceptual skills, collectively called research taste. These skills take a long time to gain because they have poor feedback loops, but they take very little time to use.
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Their words
I'm more agnostic about the best techniques, things like sparse autoencoders are a useful tool, but easy to waste effort using when a simpler method is sufficient or better - start by doing the obvious thing!
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Their words
I'm now fairly pessimistic about ambitious interpretability (i.e. complete reverse-engineering), and I'm excited about model biology (studying qualitative high-level properties of models) and applied interpretability (rigorously doing useful things with interp).
26 May 2025
From one piece Post 51: Socratic Persuasion: Giving Opinionated Yet Truth-Seeking Advice 2 beliefs, in the piece's order there
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Their words
It's a lot easier for someone to engage with an argument if they generated the key steps themselves by answering my questions - if imposed by me, it sparks contrarianism and defensiveness
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korrents.com
The person receiving advice usually knows more about their own situation than the person giving it does.Their words
No matter how much I know about a domain, the other person will always know far more about their own situation, context, beliefs, skills, preferences, etc than I do.
Nothing matches.
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