← dragon court

caoguojiu · seat 8 of 8 · judgment

tablet 笏

pipeline draws here

笏 tablet — the instrument

The tablet is the mark of office. Whoever holds it draws the line.

Twelve real judgments from the court's own gate — laya's verdicts on twelve policy cases, each with its calibrated confidence. You know the right answers; the model didn't. Drag the threshold and watch the tradeoff move: lower, and more cases are decided but more are wrong; higher, and the wrong ones escalate to a human — along with the right ones.

How to judge

Drag the tablet — the line is the threshold. Above it, the verdict stands. Below it, the case goes to a human.

Presets — lenient, pipeline (0.60, where the court actually draws it), strict.

The numbers are real: every case below is a measured verdict from the laya policy gate, Suite A. The ✓ marks are scored against the expected answers.

Colophon

Vanilla JS, no libraries, no tracking. The threshold is the whole instrument — everything else is arithmetic. Without JavaScript the essay still renders; the tablet just rests.

this instrument is 6.8 KB · budget 14