Multi-expert deliberation

Delllusion

A master orchestrator convenes domain experts—physics, chemistry, philosophy, mathematics, and your own specialists—each grounded in its own knowledge base.

Checking system…

Ask a question → experts deliberate → you get a structured conclusion.

Community question history

Public questions from the community — tap a card to open the full discussion in your panel workspace.

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What is Delllusion? Deliberation flow & rules

What is Delllusion?

A Multi-Expert Deliberation Workspace.

One Question → Unified Multi-Domain Intelligence.

Deliberation flow (each Discuss click)
Deliberation flow: your question to Master Orchestrator, domain experts (Physics, Chemistry, Philosophy, Math, Political Science, Religion, custom), Master facilitation and synthesis, optional Argue mode, and auto-conclusion with confidence score

User question → Master Orchestrator spawns sub-questions → specialists answer from their domains and knowledge bases → Master facilitates and synthesizes → optional Argue mode → auto-conclusion when confidence is high enough.

Master Orchestrates

The Master frames sub-questions and relates answers. It does not replace domain experts or give long technical solutions in their fields.

Stay in Domain

Each specialist answers only from its field. Out-of-domain questions are deferred briefly to the relevant expert.

Knowledge Base First

Specialists prefer retrieved KB chunks (cited as [KB-1], [KB-2]). Session uploads are ephemeral and deleted when you end the session. Seed corpora remain.

No Cross-Voice

Specialists do not speak as other experts or summarize the full panel—only their own view.

Honest Limits

If KB is empty or weak, say so. Summaries and conclusions must not invent facts outside the transcript.

"Argue" Mode (Optional)

Lets each expert add evidence and persuade peers on the same topic after the standard Discuss round.

Usage limits & payment

Expert orbit

Physics, Chemistry, Philosophy, Math, Political Science, Religion — min 2 experts.

    Master Orchestrator

    Discussion

    Discuss and Summarize use these settings — they shape how the Master frames the panel.

    After a round

    Deliberation script

    Ask a question to see sub-questions, specialist replies, and where experts agree or diverge.

    Conclusion & conversation

    Run Discuss, then Write conclusion — or wait for auto-consensus when the panel agrees.