WEEKLY RESEARCH & EDITORIAL · Workflow idea

A week of AI coverage, organized into a draft you can check.

Choose two areas of AI to follow. Each week, collect recent coverage, bring duplicate links together, and prepare a digest with the source links attached. It remains an unpublished draft until an editor reviews it.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
Weekly topic review
Produces
A formatted weekly article draft with a title, excerpt, body, and tags, saved for an editor to verify before publication.
Category
Research & strategy

01 / The starting point

A clear request.
A useful direction.

Two selected AI research queries and the previous week’s coverage

“Gather recent results for the selected topics, remove duplicate sources, and prepare a concise digest that cites only the collected links.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Collects recent coverage for two selected topics, organizes unique sources, drafts a cited digest, and saves it as an unpublished article.

  1. Choose the weekly topics

    Set two search topics and the recent period the digest should cover.

  2. Gather recent coverage

    Collect source results for both topics and keep their original links available.

  3. Combine duplicate results

    Bring repeated links together so each source is considered once in the draft.

  4. Prepare a source-linked digest

    Draft a title, excerpt, article body, and tags using only the collected sources and their links.

  5. Check the draft before publication

    Have an editor confirm the source links, claims, title, and excerpt before publishing anything.

03 / The result

Something useful.
Something to build on.

A formatted weekly article draft with a title, excerpt, body, and tags, saved for an editor to verify before publication.

AmbactiWorkflow folio · 5 steps

Prepare a weekly AI research digest

Research & strategy · Example outcome

The handoff

A formatted weekly article draft with a title, excerpt, body, and tags, saved for an editor to verify before publication.

Keep in mind

A source link does not prove every statement in a draft. An editor should open the original material, check the citations and claims, and approve the article before publishing.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Choose topics and readers

Set the two topics, intended audience, and the kind of developments the digest should cover.

Set the source and time limits

Choose the search scope and recent coverage period, along with practical limits for article length and tags.

Choose the editorial destination

Select the article space where each digest should be saved as an unpublished draft.

Assign an editor

Name who will check the source material and approve each digest before it is published.

Put your next idea to work.

Start with your brief. Make the process your own.

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