From AI prompt to structured article draft: a practical workflow
Turn a focused brief into a reviewable draft without confusing valid structure with reliable evidence.
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Article API Lab · Connected field notes
Editorial review
Follow the idea across the writing and publishing workflow.
Editorial review asks whether a draft is accurate, useful, understandable, and ready for its intended audience. This collection approaches those questions through generated drafts, extracted source documents, and explicit review workflows. Separate a machine-detectable formatting issue from an evidence gap, and make sure unresolved findings survive the handoff to the final reviewer.
Articles in this collection.
Turn a PDF into an article without losing the evidence
Review reading order, table context, page references, and extraction errors before drafting from a PDF.
6 min readRead field notes
Build an AI-assisted editorial review that does not approve itself
Separate structural validation, evidence checking, and release authority while treating source text as untrusted data.
6 min readRead field notes