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AI Reasoning

Capabilities Researchactive

Research on chain-of-thought, tree-of-thoughts, and other reasoning improvements.

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Key Papers
16
Cluster: Capabilities Research

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Key Papers & Resources16

o3 scores 87.5% on ARC-AGI
ARC Prize - Leaderboard
The upcoming ARC-AGI-2 benchmark
May 2025 update (R1-0528)
OpenAI o3 Benchmarks and Comparison to o1
OpenAI's O3: Features, O1 Comparison, Benchmarks
OpenAI's o3 Shows Remarkable Progress on ARC-AGI
OpenAI's o1
announced December 2024
Anthropic's sleeper agents research (2024)
Anthropic's follow-up research on defection probes
Chain-of-thought analysis
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed Chi, Quoc Le, Denny Zhou2022-01-28
Research by Valmeekam et al. (2023)
Karthik Valmeekam, Matthew Marquez, Sarath Sreedharan, Subbarao Kambhampati2023-05-25
LLM-Modulo framework
Subbarao Kambhampati, Karthik Valmeekam, Lin Guan, Mudit Verma, Kaya Stechly, Siddhant Bhambri, Lucas Saldyt, Anil Murthy2024-02-02
Recent multi-lab research
Tomek Korbak, Mikita Balesni, Elizabeth Barnes, Yoshua Bengio, Joe Benton, Joseph Bloom, Mark Chen, Alan Cooney, Allan Dafoe, Anca Dragan, Scott Emmons, Owain Evans, David Farhi, Ryan Greenblatt, Dan Hendrycks, Marius Hobbhahn, Evan Hubinger, Geoffrey Irving, Erik Jenner, Daniel Kokotajlo, Victoria Krakovna, Shane Legg, David Lindner, David Luan, Aleksander Mądry, Julian Michael, Neel Nanda, Dave Orr, Jakub Pachocki, Ethan Perez, Mary Phuong, Fabien Roger, Joshua Saxe, Buck Shlegeris, Martín Soto, Eric Steinberger, Jasmine Wang, Wojciech Zaremba, Bowen Baker, Rohin Shah, Vlad Mikulik2025-07-15
DeepSeek R1 release