I build tools that make it easier to act on what we know.
Human Inference uncovers the beliefs and incentives shaping our systems. The tools are where I try to do something about them.
Campaign money buys attention and name recognition.
Most people do not have hours to research every candidate, voting record, and donor — so familiar names, party labels, and ads become shortcuts.
Make campaign money matter less.
Start with what you want to see get done. Then judge politicians by what they've actually done — not by the messages money can buy.
Reach your own conclusion
Before the campaign messaging takes over.
Vote for politicians who act in your interests.
Start with what matters to you. See how members of Congress voted, who funds them, and who is running. Make your own scorecard in about ten minutes.
Make real evidence easier to use than advertising.
Try Voter Choice →
Try Voter Choice. If it helps, send it to one other person. If something is confusing or wrong, tell me.
Have a newsletter, podcast, publication, channel, or community? Feature the tool, or invite me to show your audience how it works.
The current congressional version of Voter Choice is live. The next phase is about helping people find it, learning from real use, and making it easier to understand, trust, and share.
I am looking for one or more non-dilutive backers for a defined 12-week adoption and distribution phase.
I would also consider a hands-on full-time role with an organization that shares these values. Ideal fit for an AI-native builder role, with a clear problem and real decision rights.
*Not a fit for traditional roadmap or coordination-heavy PM work.
My Human Inference writing stays public. Paid Substack subscriptions help support the research, writing, and tools — without putting the work behind a paywall.
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