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cs.CL2026
Expected Reward Prediction, with Applications to Model Routing
Kenan Hasanaliyev, Silas Alberti, Jenny Hamer +5
Reward models are a standard tool to score responses from LLMs. Reward models are built to rank responses to a fixed prompt sampled from a single model, for example to choose the b…
cs.SE2026
APEX-SWE
Abhi Kottamasu, Chirag Mahapatra, Sam Lee +10
We introduce the AI Productivity Index for Software Engineering (APEX-SWE), a benchmark for assessing whether frontier AI models can execute economically valuable software engineer…