A scholarly instrument for AI deliberation

Convene a council
of models.

WitanWeave doesn't ask one model and hope. It convenes several — they generate, verify, cross-examine, and adjudicate under a deterministic state machine. Every claim, every ruling, on the record.

Enter the council → Invite-only during early access.
The deliberation

A verdict you can audit.

A deterministic orchestrator — never an LLM — runs the state machine. Models supply content; the harness supplies the process, and records every step.

01

Frame

The question is scoped and budgeted before a single model is called.

02

Generate

Multiple models answer independently — no groupthink, no lead voice.

03

Extract & verify

Claims are pulled out and checked against evidence, in a sandbox.

04

Cross-examine

Models critique each other; clashes escalate, agreement settles cheaply.

05

Adjudicate

Evidence-first rulings compose the final answer — with the receipts.

Why it's different

Rigor, on your terms.

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Bring your own key

Point it at Claude, GPT, Grok, Gemini. Local models run free for everyone. Your keys, your spend, never logged.

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Replayable & auditable

An append-only event log is the system of record. Every run replays byte-for-byte — the whole deliberation is evidence.

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Deterministic by design

The orchestrator is a state machine, not a model. Control flow never bends to a prompt; budgets and circuit-breakers hold.

“The counsel of many, weighed by one steady hand.”

— the design principle of the Witan