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How to do AI deep research you can keep revising

How to do AI deep research: keep the sources, evidence, and conclusions for one inquiry together, then let AI read that material, check new pages, and revise as you respond. This is for research that lasts more than one sitting and still needs its sources later.

Give one inquiry its own place

Create a workspace named for the question. Start blank and tell AI the question, the kinds of sources to keep, and what the render view should show. If the template catalog has a research template that is close, load it and then change it.

Keep sources and evidence together

Give AI the material you already have and ask it to organize that material into the workspace, not only to answer once in the session. When you need a web page, show the built-in browser and open the source. If the page requires sign-in, you complete it and confirm.

Then ask AI to write the points you want to keep back into the workspace, in a place you can open again. Use the render view to read and check. Use data storage and files in dev mode to confirm the content was saved.

Continue by editing the same work

Bring new sources, counterexamples, or conclusions into a session of the same work. AI changes what is already there. You check the changes against the sources. A long-running inquiry can also use a scheduled task whose prompt says what to check and where to write the result.

FAQ

How is deep research different from asking a question?

A question ends with one answer. Deep research leaves sources, evidence, and later edits in the same place, and the next session continues from there.

Can AI sign in to a site for me?

When a page requires sign-in, you complete it in the built-in browser and confirm. AI then continues from the page in the same workspace.

Can the conclusion be published automatically?

Publishing is a separate step. Keep the checked conclusion in the workspace, then copy or export it to the channel you already use. The sources stay behind, so you can re-check the claim later.

Next step

Create a workspace for a question you are already working on, add a first set of sources, and ask AI to arrange them in the render view so you can check them again.

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Related reading

SIGLA DESKTOP

Download Sigla and run this work on your desktop.

Windows · macOS (Apple silicon and Intel). Download first, then start from a request or a template.