It was great to chat to @l2k with @SergeiIakhnin about what we are working on at @IsomorphicLabs , what drug discovery means, and crucially how can use deep learning in this space
It was great to chat to @l2k with @SergeiIakhnin about what we are working on at @IsomorphicLabs , what drug discovery means, and crucially how can use deep learning in this space
Exciting news! Our research, exploring the connection between trainable encoding gates and the spectral form of #QML models, is now published in PRA!
Key takeaway: for classical data, trainable encoding gates are often cheap and very effective!
journals.aps.org/pra/abstract/1…
This is such lovely work, showing the ability to create strong foundational generative models, and then refine and condition the generating distribution towards real applications.
Here base protein language models are being shaped into functioning gene-editing sequence models,…
This is such lovely work, showing the ability to create strong foundational generative models, and then refine and condition the generating distribution towards real applications.
Here base protein language models are being shaped into functioning gene-editing sequence models,… https://t.co/WIB6sfLaxD
Deep learning. Image recognition. Now machine learning and computational biology. The AI prowess of @IsomorphicLabs' @maxjaderberg defies disciplinary boundaries.
Max will be speaking at Sana AI Summit on May 15: hubs.la/Q02sdJ7w0
Delighted and honoured to receive a Knighthood for services to AI. It’s been an incredible journey so far building @GoogleDeepMind over the past 15 years, helping accelerate the field and grow the UK & global AI ecosystems. Thanks to everyone who helped make this dream possible!
I'm excited to be giving the opening keynote address at the excellent #AMLDEPFL2024 conference this coming Monday.
Join me and other fellow Iso team members at the end of the day for an AMLD after-party. Register here - lu.ma/amldepfl
Looking forward to this! Focussing on how to get general capabilities from embodied agents to emerge is going to be impossible without open-ended environments deepmind.google/discover/blog/…
Looking forward to this! Focussing on how to get general capabilities from embodied agents to emerge is going to be impossible without open-ended environments deepmind.google/discover/blog/…
💯
Scientific discovery is about at the tails of existing knowledge/data, machine learning is about the bulk of the existing data.
Doesn't mean the latter cannot assist with the former, but it's highly non trivial.
💯
Scientific discovery is about at the tails of existing knowledge/data, machine learning is about the bulk of the existing data.
Doesn't mean the latter cannot assist with the former, but it's highly non trivial.
New week, new opening! We are looking for machine learning scientists to create the next generation state-of-the-art models for computational biology.
There's so much tantalizing potential, exemplified by incredible recent works like Enformer, Evo, AlphaMissense, to create a…
From everything I see day to day, deep learning for drug design has exactly the same characteristics as other DL-successful domains:
- dataset design and mixture is key
- scalable and stable architectures and losses trump all
- end-to-end is better, just follow the gradient
We looking for someone to join our ML research team at @IsomorphicLabs to sit at the intersection quantum chemistry and ML. There’s so much opportunity to build upon quantum chem to develop the next generation of foundational models in chemistry! ⚛️ boards.greenhouse.io/isomorphiclabs…
Here’s a fun demo of long-context understanding. First, we asked the model to find 3 amusing moments in the 402-page pdf transcription of the iconic Apollo 11 mission. Then we uploaded a simple drawing of a boot and it identified the moment we had in mind: Neil’s one small step!
Incredibly excited to announce our collaborations with @EliLillyandCo and @Novartis, powered by the AI modelling breakthroughs we’ve been developing at @IsomorphicLabs! 🚀🚀🚀
Incredibly excited to announce our collaborations with @EliLillyandCo and @Novartis, powered by the AI modelling breakthroughs we’ve been developing at @IsomorphicLabs! 🚀🚀🚀
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50K Followers 2K FollowingResearch Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).
61K Followers 2K Followinga combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
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