WALKER E.
ROBINSON

Building at the intersection of AI, policy & capital.

Published inThe National Interest·Newsweek·AFPCM.A. International Affairs · American University
01 · About

Three worlds, one translator.

“You can't meaningfully shape something you don't understand.”

Walker E. Robinson

AI is reshaping power, security, markets, and truth itself. The future it builds could be extraordinary or catastrophic. The difference comes down to how we fund, build, and govern it.

I work where three worlds meet and rarely understand each other: policy, technology, and capital. I study the national security implications of emerging tech. I build with AI. I work to understand how capital decides which technologies actually reach the world.

Washington

Policy & National Security

Researching how AI reshapes security and power. Published analysis on AI competition, governance, and autonomous systems.

Silicon Valley

Building with AI

Founder of Venator Intelligence, building and shipping multi-agent AI products.

Wall Street

Capital & Markets

Studying how capital decides which version of the future gets built, and building investment intelligence for the people who allocate it.

02 · What I Build

The Builder Record

I ship. Systems I have designed, built, and put in front of real use.

Venator Intelligence

Founder · Applied AI finance lab · 2026-Present

A 15-agent AI system for investment research.

Fifteen specialized agents cover company financials, market data, macro trends, earnings, and portfolio risk. A question is routed to the relevant specialists, their research runs in parallel, and the findings combine into a single sourced report. Every report then passes a correctness layer before delivery: deterministic arithmetic checks, internal contradiction detection, and grading against a structured quality rubric with two hundred criteria.

Multi-Agent AILLM EvaluationFinTech

In Development

What I'm currently building.

Running Dark

Running Dark tracks the ships that don't want to be tracked.

It compares two witnesses: what vessels broadcast about themselves over AIS, and what the European Space Agency's Sentinel-1 radar satellites actually saw, using vessel detections published by Global Fishing Watch. Where the two disagree, it asks why. It cross-references those gaps against government sanctions lists from the US, UK, and EU, OpenSanctions vessel records, and ship identity histories to flag tankers that switch off their transponders, change flags, or meet at sea to transfer cargo. It also draws on DeadReckoning's GPS interference data, so it can tell a ship faking its position from one whose GPS is being jammed. The first version covers three chokepoints on the sanctioned-oil route: the Gulf of Finland, the Gulf of Oman, and the waters off Malaysia.

AISSentinel-1 SARSanctions Data

Backchannel

Backchannel is a hyperlocal security intelligence tool for the regions the big platforms cover badly.

Local sources report first; news outlets and governments confirm later. Backchannel listens to public Telegram channels and local news for the earliest signal, then checks it against slower, more authoritative sources: ACLED conflict data, ReliefWeb and NGO security reporting, government travel advisories and embassy alerts, and internet shutdown monitoring from IODA, Cloudflare Radar, and OONI. Every claim is graded on the NATO Admiralty scale, the standard analysts use to rate source reliability and information credibility, and corroboration only counts independent sources. The shutdown data does double duty: it tells a district that has gone quiet from one where the internet has been cut. It tracks public channels and reports, never individual people.

OSINTAdmiralty ScaleShutdown Monitoring

Version Control

Version Control is a public registry of frontier AI model releases.

It records what shipped, when, and what the lab disclosed, with system cards and model cards linked as first-class data. Its core rule: every number says where it came from. Benchmark scores are tagged as lab-reported or independently measured, with independent figures drawn from Epoch AI and Artificial Analysis. A nightly pipeline watches for new releases and queues them for review, and nothing publishes without a human check. The record runs back to the launch of ChatGPT in November 2022.

AI GovernanceModel RegistryHuman Review

Machine Politics

Machine Politics tracks where the world's governments stand on autonomous weapons, built entirely from the public record.

It draws on official UN General Assembly voting records, national statements to the Convention on Certain Conventional Weapons, military doctrine documents, resolution sponsorships, and endorsements of international declarations. Each country's position is coded against a published rubric, so any reader can see how a coding was reached and trace it back to the source document. The five kinds of evidence stay separate and are never collapsed into a single score, and where a country's words and actions diverge, both are shown. It is targeted for launch ahead of the CCW Review Conference in November 2026.

Autonomous WeaponsUN Voting RecordsCoded Rubric
04 · Journey

The path so far.

01

The Foundation

Learning how the world actually works.

Lehigh University

2018 - 2022

B.A. International Relations

Undergraduate studies in international relations. Built a strong foundation in policy analysis, global affairs, and international security studies.

International RelationsPolicy AnalysisResearch

American University, School of International Service

2022 - 2024

M.A. International Affairs

Graduate studies focused on U.S. Foreign Policy and National Security. Completed a DoD-sponsored capstone project with the Defense Security Cooperation Agency analyzing UAS deployment in Ukraine and Nagorno-Karabakh.

National SecurityU.S. Foreign PolicyDefense
02

Finding the Mission

Where policy meets the bleeding edge of technology.

American Foreign Policy Council

2024

Researcher

Authored policy papers on China's AI ambitions and U.S.-China technological competition. Published in The National Interest and Newsweek.

Policy ResearchChinaAI Policy

The Prometheus Security Project

2024 - 2025

Founder & President

Founded an independent research initiative analyzing emerging AI's impact on U.S. national security. Led a team of seven graduate researchers producing policy analysis on AI safety and strategic competition.

AI SafetyResearch LeadershipStrategic Competition
03

Building at the Frontier

From analyzing the future to constructing it.

JusTech

2025 - 2026

Strategy & Policy Officer

Developed AI compliance certification frameworks for autonomous weapons systems aligned with international humanitarian law. Supported international partnership development across LATAM and EMEA.

AI ComplianceDefense TechInternational Law

Venator Intelligence

2026 - Present

Founder

Applied AI finance lab. Designed and built a 15-agent AI investment research platform: fifteen specialized agents whose findings combine into a single sourced report, checked by a correctness layer before delivery.

AI AgentsFinTechMulti-Agent Systems
05 · Contact

The best conversations start with a hard problem.

If you're working on AI, national security, or what capital builds next, reach out.