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A unified benchmark that combines synthetic data with real-world testing could revolutionize how we train robots for complex manipulation tasks.
LLMs are more uncertain than you think: a new estimator reveals that even with limited sampling, we can better quantify the "unseen mass" of potential hallucinations.
GatedCLIP's lightweight enhancements to CLIP unlock a 35% relative improvement in hateful meme detection, proving that targeted multimodal fusion can dramatically boost performance without massive parameter increases.
