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Few-shot IRL can achieve over 81% success in complex tasks by leveraging related demonstrations and corrective guidance, outperforming traditional methods by nearly 25%.
Fine-grained 3D object grounding gets a boost: SSR3D-LLM uses latent spatial reasoning steps to iteratively refine candidate rankings, outperforming single-pointer methods and setting a new standard for unified 3D-LLMs.
Pathologists using AI assistance can boost diagnostic accuracy by 8% and slash diagnostic time by 20% in lung pathology, according to a prospective, multi-center RCT.
