@CauseMean Profile picture

Cosmin Paduraru

@CauseMean

Research scientist @DeepMind, here to see what's going on in the world and what @samuelpepys is up to

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Cosmin Paduraru Reposted

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


Cosmin Paduraru Reposted

Congrats team!

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.



Cosmin Paduraru Reposted

Love to build ML software? Reliant AI is hiring in Montreal. apply.workable.com/reliant-ai/j/5…


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

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.



Really enjoyed working on this. Perfect problem fit for RL, technically challenging in many ways, and hopefully a step towards making tokamak fusion practical

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…



Cosmin Paduraru Reposted

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/


Cosmin Paduraru Reposted

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

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 Reposted

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

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 Reposted

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 Reposted

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…


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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Cosmin Paduraru Reposted

How easy is it for adversaries to hide image content from classifiers through obfuscations? Our new benchmark allows you to evaluate this! Dataset and evaluation code: github.com/deepmind/image… Paper: arxiv.org/abs/2301.12993. Joint work between @DeepMind, @Google & @GoogleAI 🧵


Cosmin Paduraru Reposted

If you are at #aaai2023 come to today‘s workshop Deep Learning on Graphs (room 145B)! I will be presenting our work on transformers for directed graphs (poster 3:30 pm, contributed talk 4:30 pm). Joint work with @liyuajia @DJ_Mankowitz @TaylanCemgilML @guennemann @CauseMean


Sassy ChatGPT is my favourite ChatGPT

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Overriding the proprietary prompt of OpenAI’s ChatGPT to make it: 1. sass you 2. scream 3. talk in an uwu voice 4. be distracted by a toddler while on the phone with you

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