Aaron Roth
aaroth.bsky.social
Professor at Penn, Amazon Scholar at AWS. Interested in machine learning, uncertainty quantification, game theory, privacy, fairness, and most of the intersections therein
👤 Joined on 20 October 2023
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- 20 Eki 2023, 23:09
🎉 Bluesky'e katıldı - İlk kullanıcı adı:
@aaroth.bsky.social - 09 Kas 2023, 00:50
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I want to highlight 2 theorists who have distinguished themselves as true scholars: Sankeerth Rao Karingula & Shachar Lovett They have done exceptional work in simplifying and expositing recent breakthroughs on Komlos, 3SUM, etc. They have my highest respect.
Show Post”Stochastic Parrot” was a derogatory intuition pump. It was intended to belittle LLM-based AI. This is not a mystery
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I understand being amazed, bewildered, upset, horrified, excited, depressed, and many other things about this. I do not understand people saying it should be ignored or isn't real. I don't see how you can claim it doesn't matter without also claiming pure math doesn't matter.
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The Gaussian mechanism is a key technique in differential privacy, used to make a bounded-sensitivity vector differentially privacy. Its analysis usually assumes the ability to perform computations with real numbers, so implementations must approximate the mechanism without breaking its guarantees.
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Anthropic system prompt change that shows how careful you need to be with words: Opus 4.1: "Claude never curses unless the human asks for it" Opus 4.5: "Claude never curses unless the person asks Claude to curse"
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