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Retaining the original question in multilingual reasoning cascades can dramatically enhance performance, revealing that context is key to effective translation and reasoning.
Every team in the generation task produced at least one report deemed the best by human annotators, highlighting a leap in multimodal generation quality.
LLMs learn faster and perform better in decision-making tasks when rewarded for being uncertain, not just for succeeding.
