Sanjeev Arora
@prfsanjeevarora
Director, @PrincetonPLI and Professor @PrincetonCS. Seeks math/conceptual understanding of deep learning and large AI models.
ID:882257115863187457
http://www.cs.princeton.edu/~arora/ 04-07-2017 15:17:42
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Congratulations to Avi Wigderson on winning this year's Association for Computing Machinery A.M. Turing Award! 🎉 His contributions to how randomness and computation interact have significantly shaped modern computing.
Very interesting papers Zeyuan Allen-Zhu . This trick is very interesting. I recall hearing evidence OpenAI does label training data with source/provenance (the LLM sometimes spits out those memorized labels). Can't remember where/who I learnt this from
Good data is key for all LLM work. This is a nice survey on how to do good data selection for LLMs (pertaining or fine-tuning). Kudos to Mengzhou Xia and Sadhika Malladi
Check out the Princeton Alumni Weekly profile of Andrés Monroy-Hernández ➡️ hci.social/@andresmh, who leads the Human-Computer Interaction Lab @princeton.
He's building tech that serves the greater good — including research aimed at making platforms like Uber and Doordash better for gig workers.
paw.princeton.edu/article/human-…
Delighted and honoured to receive a Knighthood for services to AI. It’s been an incredible journey so far building Google DeepMind 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 was quite curious what OpenAI's preparedness unit is working on, and Aleksander Madry gave a good high-level view in our Princeton Alignment and Safety seminar youtube.com/watch?v=pe3XF0…
Kudos to Sadhika Malladi and Yangsibo Huang for interesting followup Q&A
Do Large Language Models (LLM) have leadership? Together with cognitive scientists Tom Griffiths Griffiths Computational Cognitive Science Lab and Natalia Velez Natalia Vélez (natvelali @ 🧵/🟦/fediscience.org) at Princeton University, we created a multi-LLM-agent system to test if agents work better with a leader. It turns out that LLMs do have leadership,…
The GPUs have landed! (300 H100s on tap for AI research Princeton PLI )
ai.princeton.edu/news/2024/prin…
Excited to see how SWE Bench swebench.com from Princeton PLI group is now guiding use of AI for software engineering.