The Faithful-First RPA framework improves perceptual faithfulness in multimodal LLMs by up to 24% via step-wise supervision and faithfulness-aware actions without reducing task accuracy.
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Faithful-First Reasoning, Planning, and Acting for Multimodal LLMs
The Faithful-First RPA framework improves perceptual faithfulness in multimodal LLMs by up to 24% via step-wise supervision and faithfulness-aware actions without reducing task accuracy.