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About Sportopias
Original analysis made with a transparent, AI-assisted pipeline, a daily book of real reading, and GM Mode.
Sportopias is built for fans who want more than box scores and hot takes. We pair original analysis with a transparent, AI-assisted publishing method: every article is machine-drafted and human-supervised, and it is never passed off as something it isn't.
Coverage grows team by team. A hub only claims coverage when real published stories or validated outside links exist for that team, and it says so honestly when there is nothing yet.
AI-assisted, human-supervised analysis, game recaps, opinion, and news. New stories use the current source-record pipeline; legacy stories may not include that record.
Browse coverageEvery NFL and NBA team has a hub. Hubs show only published originals and validated outside links, and say so plainly when there is nothing yet.
NFL teamsA calm, browser-local edition assembled from Sportopias originals and real publisher links. Nothing is republished from outside sources.
Assemble a bookA front-office simulator: draft, trade, sign free agents, and run the roster through a season.
Open GM ModeEvery article follows the same five-stage pipeline. This is the general process. Each article page has its own "How this story was made" panel with the specific sources and claim counts for that story, when that record exists.
Sources
Each run ingests fresh reporting, official statements, and public social posts from configured beat sources.
Research
Claims are extracted into an immutable, hashed research packet before any drafting begins.
Draft
An AI model drafts strictly from that packet, citing every claim to a source in it.
Verify
A deterministic citation check and an independent fact-check pass validate every claim. Anything unverifiable is removed, with at most one bounded revision.
Publish
The article, its sources, and a durable run record publish together. Nothing publishes without a fresh, verified packet.
Articles published before this tracking existed show an honest "source record unavailable" note instead of a fabricated history.
Disclaimer
This is an independent fan project. Not affiliated with, endorsed by, or sponsored by the NFL, NFLPA, NBA, NBPA, or any NFL or NBA team.