怎么给 AI 内容做发布前检查How to Run a Pre-Publication Check on AI Content
微型指南 · 约 7 分钟Guide · about 7 min · 引用核验 2026-11-03（仅引用链接与日期） · refs checked 2026-11-03 (reference links and dates only)
AI 生成的内容发出去之前，有几类错误几乎必然出现。这份指南给一份发布前的检查清单。Before publishing AI-generated content, a few classes of error appear almost inevitably. This guide is the pre-publication checklist.
事实逐条回查：数字、日期、引文，AI 会编出看起来对的。
引文先验存在：论文编号、书名、链接，逐个打开确认。
敏感表述过一遍：涉及人、机构、法律的句子，换专业口径重写。
图片查标识：按中国《标识办法》要求加显式标识，元数据隐式标识别漏。
风格统一：AI 腔（排比、空总结）删掉，不然读者一眼看出是生成的。
留修改记录：哪些是 AI 写的、你改了什么，出问题能追溯。
Re-verify facts line by line: numbers, dates, and quotes — AI produces ones that look right.
Verify citations exist: paper IDs, book titles, links — open each one and confirm.
Run sensitive statements once more: sentences about people, organizations, or the law get rewritten in professional register.
Check image labels: add explicit labels per China's Labeling Measures; do not miss the implicit label in metadata.
Unify the voice: strip the AI register (parallel clauses, empty summaries) or readers will spot it instantly.
Keep a change record: which parts AI wrote and what you changed — traceable when something goes wrong.
例子与判断Example and interpretation
以下是教学情境，不是本站运行或实测记录。A teaching scenario, not a measured or executed site test.
练习通知进入发布前，核对时间地点、引用、姓名、图片来源和可读性。模型补出的报名链接即使格式正确，也不能直接发布。将未确认项留在记录中，并明确是补证据还是删除。Before publishing a sample notice, check time, venue, citations, names, image sources and readability. A well-formed invented registration URL is still unusable. Record unresolved items and decide whether to substantiate or remove them.
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