Margin & Method
Margin & Method is an independent publication about using generative writing tools inside accountable editorial workflows. It focuses on prompts, revision, verification, disclosure, and the stubbornly human work of deciding what deserves to be published.
AI Editing Workflow: A Human-in-the-Loop System
A reliable AI editing workflow separates diagnosis, revision, verification, and approval.
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AI Editing Prompts for Four Separate Passes
Useful AI editing prompts assign one pass at a time: developmental, line, copy, or proof.
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AI Editorial Policy: Rules, Owners and Exceptions
An AI editorial policy should identify permitted tasks, prohibited uses, approved inputs, required human checks, disclosure decisions and who can…
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Disclose AI Use: A Practical Decision Guide
Disclose AI use when a governing policy requires it or when the tool materially shaped what the audience is being asked to trust.
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Prompt Library for Editors: Files, Owners and Review
A prompt library for editors is a shared collection of bounded editing instructions, with named owners, required inputs, expected outputs and review records.
Explore →Editorial Workflow Process: Stages and Handoffs
An editorial workflow process moves a piece through commissioning, drafting, editing, verification, approval, production, and publication.
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