Do language models have algorithmic creativity?
To find out, we built AlgoTune, a benchmark challenging agents to optimize 100+ algorithms like gzip compression, AES encryption and PCA. Frontier models struggle, finding only surface-level wins. Lots of headroom here!š§µā¬ļø
921 Followers 4K Following@NEC Labs America delivers high-impact #technology #research. Located in Princeton, NJ & San Jose, CA. #AI #MachineLearning #DataScience #OpticalNetworking
29K Followers 812 FollowingMathematician (Distinguished Professor of #Math at @RutgersU). Here to learn about research, education, and community. Letās build something together.
8K Followers 451 FollowingProfessor @MITEECS and @MIT_CSAIL, currently visiting @the_IAS. Complexity, algorithms, and related math. I'll let you know when P != NP (and when it's not)
70K Followers 179 FollowingFlagship journal of the nonprofit APS. The most cited physics journal, publishing Letters which substantially move physics forward.
1K Followers 1K FollowingPh.D. @CarnegieMellon. Working on agentic foundation model systems. Founder of the FM-Wild workshop series and the ASAP seminar series. They/Them
1K Followers 65 FollowingAsst. Professor, Stanford MS&E. Ex-Principal Researcher at Microsoft Research, working on machine learning, econometrics, causal inference, and game theory.
42K Followers 184 FollowingUsing health data to learn what works.
Making #causalinference less casual.
Director @CAUSALab | Professor @HarvardChanSPH | Methods Editor @AnnalsofIM
15K Followers 7K FollowingI build tough benchmarks for LMs and then I get the LMs to solve them. SWE-bench & SWE-agent. Postdoc @Princeton. PhD @nlpnoah @UW.
52K Followers 64 FollowingStudent of mind and nature, libertarian, chess player, cancer survivor. @ Keen, UAlberta, Amii, https://t.co/u8za2Kod54, The Royal Society, Turing Award
18K Followers 4K FollowingAssociate Professor at UC Berkeley. Former Research Scientist at Google DeepMind. ML/AI Researcher working on foundations of LLMs and deep learning.
36K Followers 2K FollowingInformation Geometry, Information Theory, and Geometric Science of Information (GSI) for machine learning and AI, visual computing, HPC, pyBregMan lib @SonyCSL