Ready for Tomorrow: 2L Marilyn Aguilar-Portillo builds AI tool to analyze bias in court cases 

Ready for Tomorrow: 2L Marilyn Aguilar-Portillo builds AI tool to analyze bias in court cases 

Ready for Tomorrow: 2L Marilyn Aguilar-Portillo builds AI tool to analyze bias in court cases 

https://www.uclawsf.edu/2026/05/14/ready-for-tomorrow-2l-marilyn-aguilar-portillo-builds-ai-tool-to-analyze-bias-in-court-cases/

Publish Date: 2026-05-14 11:09:00

Source Domain: www.uclawsf.edu

  • Marilyn Aguilar-Portillo, a 2L at UC Law San Francisco, built an AI tool named CRT Trial Auditor as part of the AI-Enabled Lawyers Bootcamp to identify and uncover patterns of bias in legal cases.
  • The CRC Trial Auditor applies Critical Race Theory to analyze case files for hidden biases such as coded language and unfair assumptions that could influence outcomes.
  • The bootcamp, offered as part of LexLab, provided practical experience in using AI for legal analysis, research, drafting, discovery, and document analysis.
  • Aguilar-Portillo gained a practical framework for integrating AI into her future legal practice, learning to supercharge legal advocacy with AI.
  • The program emphasizes ethical issues around privilege, conflicts, and professional responsibility in AI application and prepares students to engage with the evolving challenges of AI in legal practice.