Sebastian Nagl

LLMs can now grade legal reasoning with human-level consistency, paving the way for automated assessment and feedback in legal education.

LLM judges aren't created equal: lenient judges yield optimized prompts that generalize better than those from strict judges, revealing a critical dependency on judge disposition for effective prompt optimization.

Finally, a unified platform lets legal experts collaboratively benchmark LLMs on German law, even without coding skills.