https://preritahuja.com/tags/evaluation/Recent content in Evaluation on Prerit AhujaHugoen-gbThu, 14 May 2026 00:00:00 +0000https://preritahuja.com/insights/cm-lrs-from-plausible-to-bankable/Thu, 14 May 2026 00:00:00 +0000https://preritahuja.com/insights/cm-lrs-from-plausible-to-bankable/<p><em>A new evaluation framework for LLM outputs in regulated capital-markets workflows, with empirical results across four independent judges and five workflows.</em></p> <p>The question is rarely whether a frontier LLM can draft a debt-terms table, a comparable-transactions write-up, or an issuer profile that reads smoothly on first pass. They all can. The harder question is whether the draft is <em>bankable</em>: whether a banker, analyst, or compliance reviewer can defend it in front of a counter-party or a regulator with the underlying documents in hand.</p>