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- 2026
[i7]Chaithanya Bandi, Ben Hertzberg, Geobio Boo, Tejas Polakam, Jeff Da, Sami Hassaan, Manasi Sharma, Andrew Park, Ernesto Hernandez, Dan Rambado, Ivan Salazar, Rafael Cruz, Chetan Rane, Ben Levin, Brad Kenstler, Bing Liu:
MCP-Atlas: A Large-Scale Benchmark for Tool-Use Competency with Real MCP Servers. CoRR abs/2602.00933 (2026)- [i6]Mohit Raghavendra, Soham Dan, Miguel Romero Calvo, Yannis Yiming He, Johannes Baptist Mols, Gautam Anand, Cole McCollum, Edgar Arakelyan, Vijay Bharadwaj, Andrew Park, Jeff Da, MohammadHossein Rezaei, Bing Liu, Brad Kenstler, Yunzhong He:
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution. CoRR abs/2605.08366 (2026) - 2025
- [i5]Richard Ren, Arunim Agarwal, Mantas Mazeika, Cristina Menghini, Robert Vacareanu, Brad Kenstler, Mick Yang, Isabelle Barrass, Alice Gatti, Xuwang Yin, Eduardo Trevino, Matias Geralnik, Adam Khoja, Dean Lee, Summer Yue, Dan Hendrycks:
The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems. CoRR abs/2503.03750 (2025) - [i4]Xiang Deng, Jeff Da, Edwin Pan, Yannis Yiming He, Charles Ide, Kanak Garg, Niklas Lauffer, Andrew Park, Nitin Pasari, Chetan Rane, Karmini Sampath, Maya Krishnan, Srivatsa Kundurthy, Sean Hendryx, Zifan Wang, Chen Bo Calvin Zhang, Noah Jacobson, Bing Liu, Brad Kenstler:
SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks? CoRR abs/2509.16941 (2025) - [i3]Mantas Mazeika, Alice Gatti, Cristina Menghini, Udari Madhushani Sehwag, Shivam Singhal, Yury Orlovskiy, Steven Basart, Manasi Sharma, Denis Peskoff, Elaine Lau, Jaehyuk Lim, Lachlan Carroll, Alice Blair, Vinaya Sivakumar, Sumana Basu, Brad Kenstler, Yuntao Ma, Julian Michael, Xiaoke Li, Oliver Ingebretsen, Aditya Mehta, Jean Mottola, John Teichmann, Kevin Yu, Zaina Shaik, Adam Khoja, Richard Ren, Jason Hausenloy, Long Phan, Ye Htet, Ankit Aich, Tahseen Rabbani, Vivswan Shah, Andriy Novykov, Felix Binder, Kirill Chugunov, Luis Ramirez, Matias Geralnik, Hernán Mesura, Dean Lee, Ed-Yeremai Hernandez-Cardona
, Annette Diamond, Summer Yue, Alexandr Wang, Bing Liu, Ernesto Hernandez, Dan Hendrycks:
Remote Labor Index: Measuring AI Automation of Remote Work. CoRR abs/2510.26787 (2025) - [i2]Manasi Sharma, Chen Bo Calvin Zhang, Chaithanya Bandi, Clinton Wang, Ankit Aich, Huy Nghiem, Tahseen Rabbani, Ye Htet, Brian Jang, Sumana Basu, Aishwarya Balwani, Denis Peskoff, Marcos Ayestaran, Sean M. Hendryx, Brad Kenstler, Bing Liu:
ResearchRubrics: A Benchmark of Prompts and Rubrics For Evaluating Deep Research Agents. CoRR abs/2511.07685 (2025) - [i1]Niklas Lauffer, Xiang Deng, Srivatsa Kundurthy, Brad Kenstler, Jeff Da:
Imitation Learning for Multi-turn LM Agents via On-policy Expert Corrections. CoRR abs/2512.14895 (2025)
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