Gilpin AIEA Lab homepage
Citation
AI Explainability and Accountability (AIEA) Lab, UC Santa Cruz. “AIEA Lab UCSC.” Website homepage, publication date unknown (publications to May 2026). https://aiea-lab.github.io/. Read 2026-10-26.
Bottom line
- The AIEA Lab at UC Santa Cruz is Leilani H. Gilpin’s lab. The homepage lists about 50 members: one postdoc, PhD, master’s and undergraduate students.
- Its projects combine large language models with symbolic reasoning “for high-stakes use cases”, including law.
Background
The lab homepage.
Key claims
- “The Faithful Reasoning project focuses on combining the flexbility of LLMs and the rigorousness of Symbolic Reasoning, and generate faithful Neuro-symbolic reasoning for high-stakes use cases.” (Projects)
- “The NeSy (previously known as LLM + Law) project focuses on harvesting the power of symbolic language and Neuro-symbolic AI for legal use cases” (Projects)
- Recent work: “Reinforcement Learning for Falsification of Dynamic Driving Scenarios”, AAMAS, May 2026; “Bridging Legal Interpretation and Formal Logic”, arXiv, May 2026. (Publications)
- Team: Leilani H. Gilpin, “Assistant Professor, UC Santa Cruz”, and a postdoc, Biagio ‘Mattia’ La Rosa. (Team)
Evidence and method
A lab homepage.
Limits
- The page gives no funding, no compute use and no dates for team members.