RyanEloff's profile picture. senior researcher @assemblyai

Ryan Eloff

@RyanEloff

senior researcher @assemblyai

After attending @iclr_conf I too have fallen to the dark side. RL is the way 🫡

I think 2-3 years ago, I said I will not work on two ML sub-areas. RL was one of them. I am happy to report I am not strongly attached to my beliefs.



Ryan Eloff reposteó

Anyway, glad to see that the whole "let's just pretrain a bigger LLM" paradigm is dead. Model size is stagnating or even decreasing, while researchers are now looking at the right problems -- either test-time training or neurosymbolic approaches like test-time search, program…


Ryan Eloff reposteó

Very fortunate to have received the third-place paper award of @arcprize with @MattVMacfarlane!! 🏆 Amazing efforts from @fchollet @mikeknoop and the team to have made working on ARC-AGI such a success 🔥 Excited for 2025!!

Today we're announcing the winners of ARC Prize 2024. We're also publishing an extensive technical report on what we learned from the competition (link in the next tweet). The state-of-the-art went from 33% to 55.5%, the largest single-year increase we've seen since 2020. The…



Ryan Eloff reposteó

(1) LLMs are ubiquitous, but what are the challenges requiring further research and in where have LLMs successfully been applied? In our new paper, Challenges and Applications of Large Language Models, we answer these questions comprehensively. 📚: arxiv.org/abs/2307.10169

robert_mchardy's tweet image. (1) LLMs are ubiquitous, but what are the challenges requiring further research and in where have LLMs successfully been applied?

In our new paper, Challenges and Applications of Large Language Models, we answer these questions comprehensively.

📚: arxiv.org/abs/2307.10169

Ryan Eloff reposteó

We’re happy to share our latest work in collaboration with @nvidia and @TU_Muenchen on developing large language models (#LLMs) 💬 for multiple #genomic prediction tasks, leveraging the Cambridge-1 supercomputer 🧬💻 1/N bit.ly/3Xv33By


Ryan Eloff reposteó

Our mission to build AI that benefits everyone just took a giant leap forward! @BioNTech_Group is to acquire InstaDeep in a £362M deal🚀to accelerate AI-driven discovery, design & development of next-gen immunotherapies & vaccines at global scale!🌍1/N bit.ly/3VW5GLn

instadeepai's tweet image. Our mission to build AI that benefits everyone just took a giant leap forward! @BioNTech_Group is to acquire InstaDeep in a £362M deal🚀to accelerate AI-driven discovery, design & development of next-gen immunotherapies & vaccines at global scale!🌍1/N  bit.ly/3VW5GLn

Intense run this morning with @kbeguir and @NicoLopezCarran along the beautiful Lake of Tunis 🏃 Best way to start the last day of @DeepIndaba #DLIndaba2022

RyanEloff's tweet image. Intense run this morning with @kbeguir  and @NicoLopezCarran along the beautiful Lake of Tunis 🏃 Best way to start the last day of @DeepIndaba #DLIndaba2022

Come and speak to us about BioAI at InstaDeep!🧬🚀

Come and say hello to the InstaDeep team at @DeepIndaba! Visit our booth in the main hall to learn more about our African-born AI innovation!

instadeepai's tweet image. Come and say hello to the InstaDeep team at @DeepIndaba! Visit our booth in the main hall to learn more about our African-born AI innovation!


Ryan Eloff reposteó

InstaDeep raised 100M USD! Our Series B is led by aicapital.ai the expert Deep Tech fund specialized in AI together with CDIB. Investors include @BioNTech_Group @ChimeraCapital @DB_Bahn @Google @G42ai and @Synergie. In many ways a milestone bit.ly/3H7EAdS 1/N


Ryan Eloff reposteó

🔥New Video w/ exclusive authors interview🔥 What if we treated deep networks like modular programs? Neural Interpreters divide computation into small modules and route data to them via a dynamic type inference system.🖥️ Watch here to learn more: youtu.be/w3knicSHx5s

ykilcher's tweet image. 🔥New Video w/ exclusive authors interview🔥
What if we treated deep networks like modular programs? Neural Interpreters divide computation into small modules and route data to them via a dynamic type inference system.🖥️ Watch here to learn more:
youtu.be/w3knicSHx5s

Incredible news for @instadeepai and African AI! 🤩🌍

Thrilled to see @instadeepai featured in the FT! More than ever, we’re proudly African! #Masakhane 🌍👍🏼



Ryan Eloff reposteó

My thoughts on yesterday’s finish… Neither driver deserved to lose that title yesterday. Both have been outstanding this year but ultimately we must all congratulate @Max33Verstappen on his first World Championship 👏🏽👏🏽

karunchandhok's tweet image. My thoughts on yesterday’s finish…

Neither driver deserved to lose that title yesterday. 

Both have been outstanding this year but ultimately we must all congratulate @Max33Verstappen on his first World Championship 👏🏽👏🏽

Ryan Eloff reposteó

This sport is unbelievable sometimes 🤯


Ryan Eloff reposteó

Very very dignified from @LewisHamilton


Ryan Eloff reposteó

Checo's race summed up... #WTF1

coreylegendre's tweet image. Checo's race summed up... #WTF1

Ryan Eloff reposteó

And we think "transformers" are complex!

Thrilled to see @instadeepai featured in the FT! More than ever, we’re proudly African! #Masakhane 🌍👍🏼



Ryan Eloff reposteó

Not a great first day for Sub Inspector Max Verstappen. #MaxVerstappen #InspectorSeb #Brazilgp #LewisHamilton

Circus_f1's tweet image. Not a great first day for Sub Inspector Max Verstappen. #MaxVerstappen #InspectorSeb #Brazilgp #LewisHamilton

Join us today for @instadeepai IndabaX event! 🚀🚀🚀

Don't forget to tune in TODAY at 2PM for @instadeepai's event "Playing StarCraft and saving the world using multi-agent reinforcement learning!" 🚀☄️🪐 Sign up using these earthbound coordinates: crowdcast.io/e/indabaxsa-in…



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