@andreamichi So happy you guys are doing this, I can (almost) forgive you for leaving DeepMind
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Cosmin Paduraru
203 posts
Cosmin Paduraru
@CauseMean
Research scientist @DeepMind, here to see what's going on in the world and what @samuelpepys is up to
Katılım Kasım 2012
571 Takip Edilen510 Takipçiler
depthfirst has raised an $80M Series B at a $580M valuation.
Attackers are using AI to break into systems faster than ever before. depthfirst is on a mission to stop this.
RT + Comment “depthfirst” and I’ll send you a FREE vibe coding security agent.
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@andreamichi @depthfirstlabs Awesome! This is very timely and important
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Today we’re announcing a $40M Series A led by Accel to continue building @depthfirstlabs .
Jack Altman@jaltma
I sat down with Daniele Perito to talk about his new company @depthfirstlabs. He was previously on the founding team of Cash App and cofounder of Faire. We talked about the future of software security in the age of AI and what becomes possible for both attackers and defenders, what he learned from Cash App and Faire, and what's the same and different across these companies. Hope you enjoy. (0:00) Intro (0:40) The founding insight at Faire (4:34) Operational rigor of marketplace businesses (10:39) Starting a company in 2026 vs 2017 (12:01) The inception story of Cash App (16:22) depthfirst’s mission (18:08) AI security landscape (26:10) Security is a fantasy world (31:15) Building superhuman attackers for defense (38:27) Roles of humans and AI in security (39:14) Platform vs pipeline businesses
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@Liv_Boeree this is sufficiently insane and outrageous that I reflexively disbelieve.
is there some kind of primary source document I can read to see if this is actually as outrageous as it sounds
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Remember: a British woman got THREE YEARS IN PRISON for tweeting words against illegal immigrants after little girls were murdered.
While this man who tried to stab a man screaming “I’ll kill you” for offending Islam just got no jail time and is now back on the streets.
There is a dark self-loathing mindvirus at play in Britain’s institutions and I truly don’t understand how it’s gotten this bad.
Robert Jenrick@RobertJenrick
This Islamist has dodged prison despite attacking a man with a knife for burning a Quran. I challenge anyone to watch the video and tell me he shouldn’t be locked up.
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Cosmin Paduraru retweetledi
Interested in using reinforcement learning to train LLMs for problems where there’s no room for error? Do you want to build massive data pipelines to transform how we interact with scientific knowledge?
We're hiring for multiple roles at Reliant:
apply.workable.com/reliant-ai
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Cosmin Paduraru retweetledi
Congrats team!
Reliant AI@reliant_ai
Thanks @TechCrunch for covering our $11.3M seed round, bringing next gen(AI) analytics to biopharma and beyond. techcrunch.com/2024/08/20/rel… Happy to have great investors on board with Tola Capital, @inovia and @mavolpi in additon to our amazing Angels from before.
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Cosmin Paduraru retweetledi
Love to build ML software?
Reliant AI is hiring in Montreal.
apply.workable.com/reliant-ai/j/5…
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This is such a powerful, emotional and important movie. Thanks Oz for everything you've done to tell the world what's happening in Ukraine
Oz Katerji@OzKaterji
A dear filmmaker friend of mine recently congratulated me & said "you have achieved what 95% of filmmakers never achieve - you have actually made a film." My directorial debut The Battle for Kyiv premieres in London in less than 48 hours, and I can't wait to share it with you.
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Really enjoyed working on this. Perfect problem fit for RL, technically challenging in many ways, and hopefully a step towards making tokamak fusion practical
Andrea Michi@andreamichi
Our paper on using RL for tokamak magnetic control has been recently published on the Fusion Engineering and Design journal. And while this is not about the latest LLMs, there are quite a few lessons learned on how to make RL work in applied domains sciencedirect.com/science/articl…
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Cosmin Paduraru retweetledi
Student researcher position applications are open at Google Deepmind!
I'm hosting a SR in the intersection of bias and generative models. If you're an interested PhD student please reach out!
google.com/about/careers/…
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Cosmin Paduraru retweetledi
Today I am going to present our work on transformers for directed graphs in the Learning on Graphs and Geometry reading group.
Joint work with @liyuajia @DJ_Mankowitz @TaylanCemgilML @guennemann @CauseMean
Hannes Stark@HannesStaerk
Tomorrow in the reading group: @geisler_si will present his "Transformers Meet Directed Graphs" arxiv.org/abs/2302.00049 👌 Excellent for understanding Graph Transofmers better (and GT for DAGs :3) Join on zoom at 11am EDT / 3pm UTC: m2d2.io/talks/logg/abo…
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Cosmin Paduraru retweetledi
Are you interested in transformers and/or graphs and are at #ICML2023? Then visit me at poster session 1 (25 Jul 11 a.m.), where I present our @DeepMind paper Transformers Meet Directed Graphs.
Joint work work with @liyuajia @DJ_Mankowitz @TaylanCemgilML @guennemann @CauseMean
Simon Geisler@geisler_si
The transformer architecture powers recent AI tools like #ChatGPT or #GoogleBard. In our @DeepMind #ICML2023 paper Transformers Meet Directed Graphs, we generalize transformers to more general inputs, namely directed graphs. Here’s how we did it. 🧵 arxiv.org/abs/2302.00049
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Cosmin Paduraru retweetledi
The transformer architecture powers recent AI tools like #ChatGPT or #GoogleBard.
In our @DeepMind #ICML2023 paper Transformers Meet Directed Graphs, we generalize transformers to more general inputs, namely directed graphs.
Here’s how we did it. 🧵 arxiv.org/abs/2302.00049
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We cannot rule out the possibility that radio communication will alert hostile alien superintelligences to our whereabouts, triggering an invasion posing an existential risk to humanity. Therefore we must carefully regulate radio technology until we have better planetary defenses
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Cosmin Paduraru retweetledi
Our AI started with games. ♟️ But it didn’t end there. 🌐
Meet MuZero and AlphaZero, two powerful models which have evolved to transform computing itself. They’re already optimising data centres, improving the way we watch videos, and much more.
How? 🧵 dpmd.ai/optimising-com…
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twitter.com/DeepMind/statu… I would also like to thank everyone who contributed to this work. It was a privilege (and lots of fun) working with you all!
Google DeepMind@GoogleDeepMind
Work by: @DJ_Mankowitz, @andreamichi, @AZhernov, Marco Gelmi, @macselvi, @eleurent, @CauseMean, @shariqbal, Jean-Baptiste Lespiau, Alex Ahern, Thomas Koppe, Kevin Millikin, Stephen Gaffney, Sophie Elster, Jackson Broshear, Chris Gamble, Kieran Milan, Robert Tung, Minjae Hwang…
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Our neural network was a relatively small transformer trained only on assembly code generated by AlphaZero during its search process, showing that AI can still produce breakthrough results without very large pretrained models
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Our @Nature work on using #AlphaDev, an extension of AlphaZero, to improve the efficiency of fundamental algorithms such as sorting and hashing is out today! See @DeepMind post at dpmd.ai/alphadev-tw, and a few things I found interesting about it in 🧵
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Great talk from @Jackstilgoe for #Pint23 on self-driving car policy, questioning underlying assumptions on inevitability & responsibility. Thanks to @SamanthaWork for hosting!
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