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The Program · cohort one

Learn the machine. Build your own.

Everything behind this site's 220-call public record, taught end to end: calibrated forecasting, AI-driven edge finding, and the automation that runs it while you sleep. You leave with a working pipeline and a graded ledger of your own.

Course opens with the platform. One email, no spam.

Six modules, one working system

01 How prediction markets actually price Order books, resolution rules, fees, and why the midpoint lies.
02 Building calibrated forecasts Base rates, ensembles, and scoring yourself with Brier before you trust yourself with a dollar.
03 Finding edges with AI The exact pipeline behind this site: data ingest, model runs, and the quota-aware LLM layer.
04 Automating the loop Free-tier infrastructure end to end: schedulers, storage, alerting, and the run ledger.
05 Sizing, risk, and the long game Kelly and fractional sizing, drawdown math, and when the right position is zero.
06 The public track record Publishing your own graded ledger, because a record you cannot show is a record you do not have.

The promise, stated the way we grade promises

We teach the method that produced the record on this site, and we grade that record in public, wins and losses. We do not promise you profits, and we fact check courses that do. $497 once, includes a year of Premium; full refund in the first 14 days if it is not for you.