How the Prediction HuntPrediction.com newsroom works
Our coverage moves at the speed of markets because it starts from markets. Here are the standards every Prediction HuntPrediction.com article has to meet.
Why we use AI in our newsroom
News breaks in prediction markets before it breaks anywhere else. When something happens in the world, traders with real money at stake reprice within minutes - long before a traditional newsroom has assigned a reporter, drafted a story, and pushed it through an editing queue.
Prediction HuntPrediction.com's AI-powered newsroom closes that gap. It watches every market on every platform we track, 24 hours a day, and publishes analysis while the move is still happening - not the next morning. Speed is the whole point: a probability shift is most useful to you at the moment it occurs.
Fast doesn't mean loose. Every article begins from a verifiable, real-money price move, passes a research gate that kills stories whose facts can't be confirmed, and must pass independent source checks from two separate model families. AI gives us the speed; the fail-closed process protects accuracy.
Powered by prediction markets
Prices are our primary source
Most news is built on quotes and speculation. Ours is built on prices - the live, real-money consensus of thousands of traders who lose money when they're wrong. Decades of research back prediction markets as one of the best available estimates of how likely something is to happen, and that skin-in-the-game signal is a sturdier foundation than any pundit's take.
The data keeps us honest
Every article freezes the market prices it was written from, and live widgets show where the market has moved since. You never have to take our word for it - the market's scorecard is printed on the page.
Our editorial code
Accuracy
Every figure is drawn from recorded platform data, not memory or estimation. Claims about the wider world are verified during research and linked to sources where they matter.
Layered verification
AI drafts, humans set the standards. Automated coverage must pass independent Grok and Gemini source checks, deterministic market-data checks, style rules, and kill criteria before publication.
Independence
No prediction market platform pays for coverage or influences it. Stories are selected by data triggers - price moves and volume - never by commercial relationships. Some pages carry clearly marked partner offers; they have no bearing on what we cover or what we say.
Corrections
When we get something wrong, we fix it quickly and leave the record honest. Spotted an error? Tell us on Discord or X and we’ll review it immediately.
Who's behind the coverage
The newsroom runs under the editorial direction of Joseph Francia, Prediction HuntPrediction.com's founder. New automated coverage is independently checked against live sources by Grok and Gemini, and publication stops when either checker finds a contradiction, missing evidence, or an irrelevant claim.
Meet the writers →