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University of Edinburgh
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Disabling LLMs' built-in reasoning can paradoxically improve character description generation, but the right kind of external reasoning (QA-guided) boosts performance even further.
Ditch the slow, error-prone tool calls: Pearl learns to reason with multimodal tools entirely in the latent space, matching or exceeding SOTA performance without ever explicitly invoking a tool at inference time.
