LEDGER OF REALITY™

How it works

The hook

Frontier AI models are wrong about their own field more often than they admit. Nobody keeps a dated, public, unalterable record of it. This is that record, built as a game.

The daily loop

  1. A contested claim about AI is picked from where the arguments happen: papers, model releases, leaderboards, release notes, the local-AI community.
  2. The Syndicate, a panel of AI models, answers it. Seats are anonymized A/B/C/D. The lineup is recorded and hidden.
  3. The editor, a human, reads the named public source, archives it, and writes the ruling before anything goes live. The SHA-256 hash of the ruling text is published at 6:00 AM CT. The text is not.
  4. You blind-commit your own answer first. Then you see the panel and pick the seat you think the source backs, with a confidence from 50% to 100%.
  5. 8:00 PM CT: betting closes. The ruling text opens. Your browser hashes it and checks it against the morning's hash. The lineup is named. The entry is appended to the Ledger.

The rules that do not bend

Scoring

Brier score on your confidence: if you are right at confidence p, you score (1−p)². If you are wrong, p². Zero is perfect. Confident wrongness bleeds hard; honest uncertainty bleeds little.

Known hole

You can look the answer up before you finalize. So could a Wordle player. The game is you against the Syndicate on a public streak. Cheating a free game cheats the streak.

What is not live yet

Names and track records (build step 5). Your record lives in this browser only. A second category. Player-submitted questions. These are in the spec and come after the loop proves itself.

Numbers the design rests on