Vinayak Pathak (@OneBigOh) profile picture

Theoretical computer scientist working on the mathematical foundations of AI alignment.

Toronto, Ontario
Joined July 2015
Photo by Vinayak Pathak (@OneBigOh)Photo by Vinayak Pathak (@OneBigOh)Photo by Vinayak Pathak (@OneBigOh)Photo by Vinayak Pathak (@OneBigOh)Photo by Vinayak Pathak (@OneBigOh)Photo by Vinayak Pathak (@OneBigOh)Photo by Vinayak Pathak (@OneBigOh)Photo by Vinayak Pathak (@OneBigOh)Photo by Vinayak Pathak (@OneBigOh)Photo by Vinayak Pathak (@OneBigOh)
Vinayak Pathak retweeted
I don’t think it is rational for anyone to be doing capabilities research at a frontier lab right now. We are not in a Prisoners Dilemma: the situation is very dangerous, and if one person or lab stops it makes it easier and more peer-compatible for other people or labs to stop.
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Adding “tolerance” to the adversarial PAC learning framework offers new insights on why “perturb and smooth” is a natural method for adversarial learning
Adversarially Robust Learning with Tolerance. (arXiv:2203.00849v1 [stat.ML]) ift.tt/soXVPIR
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"Black-box Certification and Learning under Adversarial Perturbations" #icml2020 arxiv.org/pdf/2006.16520.pdf (joint work with Vinayak Pathak and Ruth Urner)
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Your calendar is like a bank account where you get 168 hours in allowance every week.
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One of my most controversial software opinions is that your sleep quality and stress level matter far, far more than the languages you use or the practices you follow. Nothing else comes close: not type systems, not TDD, not formal methods, not ANYTHING. Allow me to explain why.
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Vinayak Pathak retweeted
oh. my.
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Vinayak Pathak retweeted
An OpenAI employee printed out this AI-written sample and posted it by the recycling bin: blog.openai.com/better-langu…
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Vinayak Pathak retweeted
Replying to @mackinprof
I don’t understand why so many studies keep contradicting each other in this field and yet no one says hold on let’s take a step back and figure out what the hell is going on.
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People are really out there shoving paper straws into a plastic cups with plastic tops like they’re actually helping the environment.
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I'm predicting that 2019 will be a relatively normal and boring year. Remember, you heard it here first.
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Replying to @DavidSpade @Uber
And maybe make the loud radio an option too.
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Vinayak Pathak retweeted
If the (Morissette) irony of the situation is not obvious, let me spell it out: Canada is tripping over itself to hire the best in A.I., yet Canadian officials were denying visas to top African A.I. researchers BECAUSE THEY MIGHT NOT LEAVE CANADA! Should we be so lucky!!
People still trying to find ways to excuse the exclusionary visa practices and overscrutinization of Africans at a time when I'm trying to recover. Its all so exhausting.
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The problem is that trying to make the algorithm cause people less pain is in a sense a more unnatural problem then getting it to sell more diapers. Maybe you can solve the problem, but it’s harder and weirder.
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Vinayak Pathak retweeted
Just cancelled my travel plan to #NeurIPS and asked a colleague to step in for me for a talk because I still have no update about my visa. This is the nth time in my life that I can't do something simply because some policy doesn't like where I come from.
NeurIPS, Black in AI and SOCML have all lost a lot of participants due to visa issues
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Vinayak Pathak retweeted
Dear @JustinTrudeau @VectorInst @MILAMontreal @CIFAR_News, How can Canada lead in AI if we cannot even process visas for top AI researchers gives MONTHS of advance warning? Please RT.
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Dijkstra explains in one sentence why all safety reasoning must rely strongly on theory and not just practice: "Program testing can be a very effective way to show the presence of bugs, but is hopelessly inadequate for showing their absence."
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