Private beta coming soon
Better information.Built together.
Shared Signal pairs AI content analysis with the knowledge and oversight of people. Most folks just want to understand each other and get good information. This is what we are striving for.
Where the signal gets sharper.
See what others think. Share what you know. Discover what holds up.
Help build a clearer picture.
What goes into a signal
Here's how we get to accurate, useful information.
AI-powered evaluation
Our AI grader breaks each article down — identifying the claims it makes and evaluating the evidence, reasoning, context, and framing behind them. It shows you how the piece holds together, while clearly separating evaluation from verification.
Community-driven clarity
The community helps build a clearer picture by sharing reactions, adding evidence that supports or challenges claims, and discussing what others may see differently. More perspectives, evidence, and discussion bring greater clarity to the story.
A living assessment
The evaluation is a starting point, not the final word. People contribute evidence, challenge conclusions and add perspectives, and all of it is published beside the grade — a richer picture of the story than any single verdict, and the record the engine is held to.
How a signal travels
A grade is a starting point, not a verdict. Every step stays visible, and the evidence people add is published alongside it.
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1
Someone submits content for review
An article, a post, or a piece of reporting gets handed to Shared Signal by anyone who wants a closer read on it.
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2
Signal AI analyzes and grades it
The analysis returns an overall grade plus a grade for each dimension, and pulls out the specific claims the piece is making.
- Evidence & Sourcing
- Logic & Reasoning
- Context
- Tone & Bias
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3
People give their take
Once the preliminary analysis is back, folks can provide a quick take on where they land — from “Spot on!” to “So very very wrong.”
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4
Evidence is attached in public
Contributors attach specific evidence to individual observations, supporting or refuting them. It is published beside the grade it argues with, and it is what the engine is measured against.
Private beta — coming soon
Be part of the first shared signal.
We will be opening the beta to a modest number of people. It's early enough that you can help shape how Shared Signal works. Just fill out the short form if you're interested (no commitment at this time).
No spam. No sharing your address. Just a few updates on the beta and an invite if you're selected.
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