811 citations · 2.4k across the 12 of their papers we have counts for
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cs.LG2026
Training Language Models to Fail Gracefully
Daman Arora, Xuecheng Liu, Himanshu Gaurav Singh +6
Reinforcement learning makes language models better at solving tasks, but the same mechanism also rewards guessing. When success is the only way to earn reward, opting for a safe f…
physics.ao-ph2026
Radiative and Dynamical Controls on the Land-Ocean Warming Contrast in Climate Models
Paolo Giani, Arlene M. Fiore, Raffaele Ferrari +3
Surface air over land warms substantially more than over the ocean under greenhouse forcing, a phenomenon known as the land-ocean warming contrast. Current explanations for this co…