Does the adversarial robustness gap between DeepSeek-R1 and o1-preview on legal reasoning tasks generalize to

Abstract

Abstract: In this report, we introduce the Gemini 2.X model family: Gemini 2.5 Pro and Gemini 2.5 Flash, as well as our earlier Gemini 2.0 Flash and Flash-Lite models. Gemini 2.5 Pro is our most capable model yet, achieving SoTA performance on frontier coding and reasoning benchmarks. In addition to its incredible coding and reasoning skills, Gemini 2.5 Pro is a thinking model that excels at multimodal understanding and it is now able to process up to 3 hours of video content. Its unique combination of long context, multimodal and reasoning capabilities can be combined to unlock new agentic workflows. G

Research Question

Does the adversarial robustness gap between DeepSeek-R1 and o1-preview on legal reasoning tasks generalize to multimodal code generation benchmarks like APPS when using chain-of-thought prompting and the S* selection mechanism?

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Provenance