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FinSAgent achieves a breakthrough in financial question answering by aligning retrieval strategies with the intricate structure of SEC filings, leading to superior evidence validity and answer accuracy.
LLM agents struggle to juggle multiple tasks when tool use involves realistic delays, revealing critical weaknesses in temporal reasoning and coordination.
A CNN can find hundreds of new gravitational lens candidates in Euclid data, even with limited training data and compute.
