# Export a research paper

A typeset body, its figures, and a disclosure box built on the Arnott–Harvey–Markowitz protocol. It closes on the hypothetical-performance disclaimer that 17 CFR 4.41 calls for. The Paper Editor is available with Atelier and Portfolio. Starter has no access and no limited edition.

## Edit the rendered document

Open a page in text-edit mode to inspect and revise the research document before saving or exporting it.

[Screenshot: The second page of the actual generated PDF in text-edit mode. The page strip, document and direct editing controls are visible.](https://stochastly.com/screenshots-current/product-papers--edit-the-research-document.png)

The second page of the actual generated PDF in text-edit mode. The page strip, document and direct editing controls are visible.

## Trial counts, split design, costs, and what was not corrected

The box states how many configurations were searched in this run, the cross-validation design, the costs that were applied, and the fact that the universe came from you with no survivorship correction. A reader can dispute each of those, which is the point of printing them.

- Trials: configurations evaluated in this run; searches outside the run are stated as uncounted
- Protocol: the static in-sample/out-of-sample split and the walk-forward windows
- Costs: the costs wired into your graph, and the fact that the report does not check them
- Look-ahead: the future-poison probe and the contract it recorded
- Sizing: P&L in risk units, with no leverage assumption

When the run was produced as a batch, an extra item carries the size of that batch. A single paper out of a batch, presented alone, is the shape a data-snooping problem takes.

The page above comes from a paper exported after a real run on 28 August 2026; the dialog shows how its sections were chosen. The layout is the same for a NO-GO and for a pass: a negative outcome is typeset like a positive one.

[Screenshot: The current Paper Editor renders a real PDF from the archived strategy result, with page thumbnails and direct text-editing controls.](https://stochastly.com/screenshots-current/product-papers--rendered-pdf-editor.png)

The current Paper Editor renders a real PDF from the archived strategy result, with page thumbnails and direct text-editing controls.

## The box is re-inserted, so a layout cannot drop it

You compose the paper by choosing its sections. A layout that omits the disclosure box gets it back, placed after the conclusion, and the header section is put back at the top the same way. There is no code path that produces a paper without them.

The call returns the layout that was actually rendered, so what came out is readable from the result and does not have to be inferred from what was asked for.

## The verdict is computed by the run, and the paper reports it

The paper does not judge the strategy. It prints the verdict the run computed and puts it in a sentence. Where no gate was wired, the default rule is an out-of-sample result that holds together with a selection score under its threshold, that score being a Romano-Wolf stepwise p-value adjusted over the unfiltered population.

The set of outcomes is wider than a pass and a fail. A run that produced no trade, a preview, and a run whose verdict could not be established each have their own value, and each prints under the same layout as a pass. A negative outcome is typeset like a positive one, at the same length.

## A forbidden lexicon, and prose that is checked against the numbers

A lexicon of promotional words is refused in the generated text. Generated prose is opt-in, and a sentence that states a figure the run did not produce is dropped — with the reason for dropping it printed in the paper, where a reader sees it.

The same input produces the same document, byte for byte. A section id that does not exist raises, so a silent drop cannot happen.

## The printed list is a bibliography of the protocol

The references in the PDF cite the literature the protocol comes from, and they are printed when the references section is part of your layout. The methods the software implements are listed on the research page.

## Two entries in the File menu

Compose the paper section by section, or export it directly. Both are in the File menu, and both are also reachable from the MCP server.

[MCP launcher source on GitHubstochastly-mcp · MIT](https://github.com/Stochastly/stochastly-mcp)

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Source: https://stochastly.com/product/papers