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Retrieving skills from a crowded library just got smarter—Capability Pages boost retrieval accuracy by distinguishing between confusable alternatives.
High-entropy search tasks can now be evaluated without the constraints of incomplete ground truth, thanks to a novel framework that ensures LLMs genuinely traverse entire search spaces.
LLMs struggle to extract and reason over complex text structures in scientific domains, but explicitly prompting them to build these structures first yields significant performance gains.
