Justin Miller

San Francisco / Costa Rica·(317) 863-9183·justrmil@gmail.com·@nomadsvagabonds

AI safety researcher and policy advocate with a decade of leadership in government affairs and business operations. Law-trained, now focused on understanding and shaping public attitudes toward AI risk.

Research & AI Safety

AI Policy & Operations Manager
Ark Philanthropy
  • Develop AI Policy Grantmaking - sourcing, evaluating, and structuring grants that advance AI governance and safety
  • Serve as head of operations, building the firm’s systems, finance, and infrastructure
Research Fellow, MATS 9.0 → 9.1 Extension
ML Alignment Theory Scholars
  • Designed and fielded The 5 Americas of AI Concern - a nationally representative survey (n=2,735) segmenting the U.S. public into five distinct AI concern profiles using latent class analysis
  • Tested nine informational frames about AI governance across segments to identify which messages shift attitudes for each group
  • Built a custom focus group streaming platform with real-time sentiment tracking for qualitative validation
  • Accepted into the six-month MATS 9.1 independent research extension
  • Built BloodBench (bloodbench.com) - an AI agent benchmark where LLMs play a social deduction game, testing deception, persuasion, and theory of mind. Supports both closed and open-weight models. Live spectator mode with real-time deception monitoring. Selected for the Cadenza Labs Red-Team RFP.
AI Governance & Policy
San Francisco / Costa Rica
  • Completed AI Governance (beta cohort) and AGI Strategy courses through BlueDot Impact
  • Art direction for Intelligence-Curse.ai - AI policy essay series by Luke Drago and Rudolf Laine on the economic risks of AGI concentration
  • Video production for Species AI - educational AI content
  • Published AI policy essays on Substack; featured in Jack Clark's Import AI newsletter
  • Wrote daily throughout November 2025 for Inkhaven

Prior Career

Director of Governmental Affairs
Brewers Guild of Indiana
  • Developed and executed legislative agendas with industry stakeholders and contract lobbyists, securing passage of favorable bills across five sessions
  • Represented industry before state and federal lawmakers; coordinated advocacy in Washington, D.C. and the Indiana Statehouse
  • Led coalition communications and media outreach on regulatory issues
Founder & Strategic Lead
Black Acre Brewing Company
  • Launched and scaled a multi-location craft brewery, expanding distribution region-wide while navigating complex alcohol regulations
  • Grew to 40 employees across production, sales, and hospitality
  • Negotiated supply, distribution, and co-packing agreements

Education

Juris Doctor, Digital IP & Commercial Contracts
IU Robert H. McKinney School of Law
Bachelor of Arts, Political Science & Telecommunications
Indiana University, Bloomington

Publications

What Should Frontier AI Developers Disclose About Internal Deployments?
J. Charnock, R. Mehta Moreno, J. Miller, W. L. Anderson·ICML 2026 TAIGR Workshop on Internal Deployment Frameworks
  • Defines what frontier labs should disclose about internally deployed models - across capabilities, usage, safety mitigations, and governance - to enable adequate external oversight. arXiv:2604.23065