Practical AI workflows for writers who still own the sentence.
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.
Editorial Workflows
AI Editing Workflow: A Human-in-the-Loop System
A reliable AI editing workflow separates diagnosis, revision, verification, and approval.
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Prompt Craft
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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Trust & Disclosure
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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Editorial Workflows
Editorial Workflow Tools: A 100-Point Evaluation
Evaluate editorial workflow tools against a defined process, not a vendor feature list.
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Trust & Disclosure
Fact-Check AI Writing With a Claim Ledger
Fact-check AI writing by extracting every verifiable claim into a ledger before polishing the prose.
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