Current AI grants & standards

  • Schmidt Sciences HAVI — co-PI, “Archival Intelligence” (2025). Co-PI, with Katherine Elkins, of Archival Intelligence: Rescuing New Orleans' Endangered Cultural Legacy, a Humanities and AI Virtual Institute project. Selected as 1 of 23 teams worldwide; up to $330,000 over 18 months from an $11M program. archivalintelligenceai.org →
  • Notre Dame–IBM Technology Ethics Lab — co-PI (2024). Co-PI, with Katherine Elkins and Notre Dame's Yong Suk Lee, on a project auditing how large language models reason in high-stakes decisions under a FATE framework (fairness, accuracy, transparency, explainability), using recidivism prediction as a test case. Part of a round totaling more than $900,000.
  • NIST CAISI — co-leads the Modern Language Association team (2024–present). Co-leads the team representing the 25,000-member Modern Language Association at NIST CAISI on LLM evaluation and red-teaming. The team's ethics-based audit results were presented during the opening keynote at the consortium's first plenary at the University of Maryland.

Industry & invention

$26M
SafeWeb acquired by Symantec (2003)
In-Q-Tel
First security investment by the CIA-affiliated nonprofit
2
US patents on early SSL/clientless VPN appliances
  • SafeWeb → Symantec. Co-founded SafeWeb (2000) and later served as CEO; the company received the first security investment from In-Q-Tel and was acquired by Symantec in 2003 for $26 million (SEC Form 10-Q).
  • US 7,730,528 — “Intelligent secure data manipulation apparatus and method.” View patent →
  • US 8,065,520 — “Method and apparatus for encrypted communications to a secure server.” View patent →

Academic honors

  • ICML 2024 — co-author of the open-source generative-AI position paper presented at the International Conference on Machine Learning (oral). PMLR →
  • Tau Beta Pi and Eta Kappa Nu — engineering honor societies (UC Berkeley).
  • American Heart Association Research Fellow — University of Iowa College of Medicine (1995–1997); two PubMed-indexed publications.

Selected scholarly reception

"Debating the system of values we wish these tools to align with is the first step."

Tanya Klowden & Terence Tao (Fields Medalist), engaging Chun & Elkins, IJHAC (2023)

Reception is strongest described as specific scholarly uptake rather than a citation count:

  • The GPT-3 creative-writing paper was cited by Floridi and Chiriatti in Minds and Machines, by Spitale and co-authors in Science Advances, and by Mei and co-authors in PNAS.
  • The Narrative article on AI and narrative studies was discussed by James Phelan in Poetics Today.
  • The human-centered AI curriculum article was cited by Jaramillo and Chiappe in Prospects, and by Klowden and Terence Tao.
  • The comparative AI regulation paper was cited by Floridi and Ascani in Minds and Machines, by Perboli and co-authors in Economic and Political Studies, and by Olugbade in Global Public Policy and Governance.
  • The ICML open-source generative-AI position paper was cited by Taeihagh in Policy and Society.

See the full research record → · Google Scholar →