About this demo

A live, interactive demonstration of AGI's source-reliability signal — scoring information environments on systems, incentives, and safeguards rather than declaring a single source “true.”

What this shows

AGI scores content across eight signals. This demo isolates one of them — source verification — and makes it interactive, so you can see how a transparent rubric ranks very different information environments: publishers, social platforms, a fact-checker, and a collaborative reference.

Explainable by design

Every score decomposes into the factors behind it, each source carries stated strengths and limitations, and the weighting is yours to set. That is the whole point: not a black-box number, but a decision you can inspect, reweight, and defend — the same principle AGI applies to every verdict it returns.

What it does not do

It does not measure political bias, endorse viewpoints, or guarantee the accuracy of a particular article or post. Reliability and bias are related but distinct questions.

Provisional, and auditable

The scores shown are illustrative estimates. In a production deployment, each score change is stored with its date, evidence, and previous value — turning judgment into an inspectable record rather than a hidden decision.