Vercel Demo

N ∞ N Research

Govern claims before users trust them.

This demo runs the real llm-claim-governor package in the browser. Edit the claim envelope, switch scenarios, and inspect how provenance changes the result.

Scenarios

Use a preset or edit the JSON directly.

Comma-separated. This changes the direct-evidence policy at runtime.

Recall path recall_direct
Governor note No downgrade note
Rules Applied

`observed_fact` without sources becomes `hypothesis`.

High-confidence `recall_fast` claims are reduced to `medium`.

High-confidence claims without a direct source are reduced to `medium`.

`research_unverified` claims are marked provisional and reduced to `low`.

Stale high-confidence claims are reduced to `medium`.

Input Envelope

Structured input to ClaimGovernor.enforce(...).

Text

Governed Output

Result after provenance-aware confidence downgrades.

Text