MetroDeskDELIBERATION THEATER
Judge guide / recorded runs, read-only, no API calls

These are three complete MetroDesk deliberations, recorded from live runs: five agents on NVIDIA Nemotron 3 Ultra through Nebius Token Factory, with Tavily research. Each record is shown as saved, except that web text not clearly licensed for republication has been removed (the citations and URLs remain; see docs/SOURCES.md in the repository). Nothing on this page calls a model.

  1. Open the recorded runs with the button below, then choose a run under Session record.
  2. Floor, then Replay: plays the 21 recorded contributions in order, about two seconds each. Watch the Negotiator propose, the Analyst, Risk, Strategy and Stability agents challenge, the Negotiator revise over three rounds, then the four votes and the moderator determination. The board shows each proposal version; the threads show objections and their status.
  3. Read a contribution in the panel; select a source chip to see the exact passage it cites.
  4. Decision: the final allocation ledger, votes, dissent and unresolved issues. Evidence: every source. The report and download buttons give the full record.

Purpose: show how a recommendation changed under challenge, what evidence it rests on, and what stays unresolved. To run new sessions, run MetroDesk locally with your own keys (see the README).

Every position.
On the record.

Five AI agents debate an emergency funding decision: one proposes, four challenge, the proposal is revised over three rounds, and each reviewer votes. Each citation is checked against the exact source passage, and every dollar is reconciled to the budget.

Open the recorded runs → Source code and setup Demo video
MetroDesk Floor during a recorded replay: agents in the 3D theater beside their written contributions
Three recorded deliberations

Hurricane, flood and wildfire funding decisions, each 21 contributions, recorded from live runs. Web text not clearly licensed for republication has been removed; the citations remain.

Replay the debate

Watch proposals, challenges, revisions and votes in order, with objection threads and proposal versions.

Inspect the decision

Allocation ledger, dissent, unresolved issues, cited passages and every provider request.

Built with NVIDIA Nemotron 3 Ultra on Nebius Token Factory, and Tavily for research. This demo is read-only and makes no API calls; run MetroDesk locally with your own keys to start new sessions.