AI Research
Vibe Patenting: Evaluating LLM Judges for Professional Patent-Drafting Agents
Assessing the reliability of LLM-based evaluation in complex legal automation and patent drafting tasks.
LLM judges are increasingly used to evaluate and improve AI-generated outputs, yet their reliability for complex professional work remains unclear. We study this problem through Vibe Patenting, an end-to-end patent-drafting testbed for AI-agent evaluation. A separately-invoked LL...
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ArXiv CS.AI
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ArXiv CS.AI
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Using LLMs as automated judges for specialized tasks like patent drafting introduces critical challenges regarding verification accuracy and subjective alignment. This research highlights the urgent need for robust evaluation frameworks to prevent high-stakes legal errors in automated professional workflows.
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