Recognition
Grants, awards & reception
Active AI research grants and standards work, the SafeWeb/In-Q-Tel/Symantec record and patents, academic honors, and how the work is taken up by other scholars.
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.