A demonstrator under the Precision Toolkit for AI

Precision Council for AIPC4AI

A browser evaluation council. Independent evaluator agents score a candidate without seeing each other, then a chair converges them. It runs on your own provider keys, in this tab, and it shows how independent that convergence actually is: agreement is worth as much as the independence behind it, and independence is a dial you can turn up.

Council logic from the Octant Council Builder (Golem Foundation, MIT). This browser version adds the independence-by-construction guard.

Provider keys
No keys yet. Add one or more below.

Keys are kept only in this browser tab and cleared when you close it. They are sent straight to the provider you name and are never logged or stored server-side. You pay your own usage. Add keys from more than one provider to raise the independence of the result.

Independence
add a key to begin
Candidate
Evidence (shared by all evaluators)