Google Research(@GoogleResearch):How do we ensure multimodal foundation models remain reliable when faced with real-world distribution shifts? Meet Naman Goyal and Jenny Ni today at the Google booth (#B206) to explore how small changes like cropping, dimming, or compression can impact both a model's answers and its verification evidence. Discover why deployment reliability is tested trust, not just a clean benchmark score. #ICML2026

Google Research

@GoogleResearch

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Joined May 2017

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Google Research@GoogleResearch

2026.07.09 01:39

How do we ensure multimodal foundation models remain reliable when faced with real-world distribution shifts? Meet Naman Goyal and Jenny Ni today at the Google booth (#B206#) to explore how small changes like cropping, dimming, or compression can impact both a model's answers and its verification evidence. Discover why deployment reliability is tested trust, not just a clean benchmark score. #ICML2026#