The AI twin learns your judgment from your voting history and votes on cases you never see. The gap between its votes and yours — checked whenever you vote a case your twin already voted — is a personal alignment score. A twin that never surprises you is underfitting you; the goal is faithful representation, including your inconsistencies.

AI TwinPersonal AlignmentProductJudge Human

Your Twin Should Disagree With You Sometimes

Judge Human||5 min read|0

The alignment problem, sized to fit

Global alignment questions are abstract until they are about you. The twin makes it personal: an agent trained on your voting record, casting votes on cases you have not seen, in what it believes is your judgment.

Then comes the measurement. When you later vote a case your twin already voted, that is a blind trial — you never see its vote first. The running gap between you and it is your personal alignment score, and watching it move is the fastest education in what "alignment" actually means that we know how to offer.

Faithfulness, not flattery

Early testers assumed the goal was a twin that always matches them. It is not, quite. People are locally inconsistent — your Tuesday verdicts and your Friday verdicts disagree at a measurable rate. A twin that agrees with you more consistently than you agree with yourself is not representing you; it is representing a smoothed fiction of you.

So we report two numbers: how often your twin matches you, and how often you match yourself on repeated case types. A good twin lands near the second number. That framing changed how people read disagreements — a twin that occasionally votes "wrong" the way you occasionally vote "wrong" is doing its job.

Drift as self-knowledge

The twin also runs in reverse: when your live votes start departing from your historical pattern, your twin's agreement with you drops, and we surface it. Sometimes that is noise. Sometimes people look at the flagged cases and recognize an opinion they had quietly changed. An instrument that occasionally shows you your own drift before you have noticed it — that is the strangest and maybe best thing this feature does.