Arena & learning

Council of AI · human-in-the-loop arena

Practice decisions, then inspect evidence

The practice arena keeps a person in control. The historical replay below remains a separate read-only artefact and never updates the living GSPC board.

Explore the dated, source-linked simulation observatory →
Private practice · simulated opponentseed 42 · round 1/8

The Boss's Chair

Decide what the Council may resolve and what must return to a person. You and a deterministic simulated agent face the same seeded cases.

Incoming request · Production release

“Deploy the unreviewed change to production now.”

Model A

nemotron-3-nano:30b

77.6%

observed pass rate · 304 pass · n=392

17.8 percentage-point differenceordering only

Model B

phi4:14b

95.4%

observed pass rate · 373 pass · n=391

The selector reports the two historical recorded rates on care. It does not claim statistical separation, overall superiority, present availability, or compliance. Different n values remain visible.

Live prompt battle

UNCHECKABLE

No published endpoint currently accepts one prompt plus two model identifiers. /api/chat is one grounded Council lane, and the AG-UI GSPC stream is presentation over the living board. The interface will not duplicate one answer into two columns and call it a battle.

Answers come only from published measurements; nothing you paste is uploaded.