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AutoResearch not only generates innovative research ideas but also ensures their reliability through rigorous experimental validation, achieving measurable progress with fewer errors than competing systems.
Task-conditioned foveated perception can drastically enhance the robustness and efficiency of robotic foundation models by aligning policy learning with relevant visual evidence.
Low Word Error Rate can be a mirage: compressing speech to "pure" semantic tokens, even with near-perfect WER, produces unintelligible speech when used for generation.
