JUSTIN MILLER

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AI policy and governance advocate dedicated to a safe post-AGI future.

I'm a MATS research fellow (9.0, extending into the 9.1 independent research program) studying public attitudes toward AI risk. My current project — The 5 Americas of AI Concern — segments 2,735 U.S. adults into distinct concern profiles using latent class analysis, then tests how each group responds to different informational frames about AI governance.

Before the research pivot, I spent a decade building startups and doing government affairs. I have degrees in political science and law, neither of which I use in the way my parents expected. I've completed AI governance courses through BlueDot Impact.

I've done art direction for The Intelligence Curse and contributed AI-generated video to the Species YouTube channel. I write a Substack that was featured in Jack Clark's Import AI — and wrote a post every day in November for Inkhaven.

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The 5 Americas
of AI Concern

A nationally representative study (n=2,735) segmenting Americans into five distinct AI concern profiles via latent class analysis. Interactive scrollytelling visualization testing how nine different policy framings resonate with each segment.

fiveamericas.ai
MATS Research Latent Class Analysis n=2,735 Scrollytelling
The 5 Americas of AI Concern — interactive data visualization of American attitudes toward AI risk
02

BloodBench

An AI agent benchmark where LLMs play Blood on the Clocktower — a social deduction game that tests deception, persuasion, and theory of mind. Supports both closed and open-weight models with persistent memory, live spectator mode, and a pixel-art frontend you can watch in real time. Also a tool for AI safety monitors — can you spot which agent is scheming before the town does?

bloodbench.com
AI Benchmark Social Deduction Multi-Agent Open + Closed Models
BloodBench — pixel-art town with AI agents playing Blood on the Clocktower
03

The Intelligence Curse

Art direction for a series of AI policy essays by Luke Drago and Rudolf Laine exploring "the intelligence curse" — what happens when powerful actors can derive wealth from AI instead of human labor. Visual identity, AI-assisted imagery, and launch collateral.

intelligence-curse.ai
Art Direction AI Art Visual Identity
The Intelligence Curse — a figure on a dirt path facing a blazing horizon, oil painting style
04

Species — AI Video

AI-generated video content for an educational AI communication channel making complex concepts accessible through visual storytelling.

youtube.com
AI Video AI Communication YouTube
Species — AI video channel thumbnail featuring a stylized shoggoth illustration
2026 –
Research Fellow, MATS 9.0 → 9.1 Extension ML Alignment Theory Scholars — six-month independent research program
2025
AI Safety & Governance BlueDot Impact
2025
Inkhaven A month of writing every day
2024
Berkeley Law AI Policy Institute UC Berkeley
2012 – 23
Startups & Government Affairs A decade of building things and occasionally convincing legislators
2011
Juris Doctor Received a law degree and student debt
Synthetic photograph of a suburban street with telephone poles dissolving into a golden sky — AI-generated post-photography by Justin Miller

How Synthetic Telephone Poles Led Me to AI Safety

When people ask how I started working in AI safety, I tell them it was by posting synthetic photos of telephone poles on X. This is not the response they were expecting.

I spent years deep in "post-photography" — using generative AI to create images that feel photographic but depict scenes that never happened. Liminal spaces, suburban architecture, lonely sentinels of communication. It turns out that in a field where everyone optimizes for the same signals, being the person who makes haunting post-photographic telephone poles is surprisingly effective differentiation.

"The thing that makes you slightly odd might be exactly what makes you valuable."

Read the full essay

Let's work together.

For research collaborations, speaking, policy roles, or to argue about AI governance over coffee.

justrmil@gmail.com Or grab the resume