KELLY Markets LabPlain-language user guide

Use Markets Lab like a forecast window, not a trading button.

Markets Lab lets you inspect stocks and crypto through KELLY's read-only market view. It shows price paths, KELLY forecasts, uncertainty cones, proof links, and model paper P&L.

Markets Lab does not place trades, give financial advice, or let public users write to KELLY.

The 5-step loop

Pick a stock or crypto.
Read KELLY's forecast.
Open the proof links.
Watch what reality does.
Compare the forecast against the outcome.

Default markets

Stocks: AAPL, NVDA, MSFT, AMZN, META.

Crypto: BTC, ETH, SOL, XRP, DOGE.

You can add local symbols when KELLY can answer them.

What the numbers mean

Last close: latest price point Markets Lab can see.
KELLY forecast: KELLY's current next-checkpoint forecast when exposed by the engine.
Forecast cone: uncertainty range, not a promise.
Paper P&L: model learning number, not real profit or loss.
Settled P&L: only empirical when backed by a reality receipt.

Source of truth

Use the selected-symbol panel to open Market JSON, KELLY endpoint, Proof shelf, Advanced audit, and Artifact spine. If a chart is labeled fallback or waiting, treat it as visual scaffolding, not proof.

Open the market artifact spine JSON.

Privacy and safety

Your symbol choice is an inspection request. It does not become KELLY ground truth. Public users cannot place trades, write memory, mutate GraphState, edit ground truth, or force settlement.