10 AI Mistakes That Damage Credibility—and How to Catch Them
Avoid invented citations, wrong numbers, unsafe data use and untested code with a practical AI review protocol for writers and teams.

Avoid invented citations, wrong numbers, unsafe data use and untested code with a practical AI review protocol for writers and teams.

Use AI for research, outlining and editing without fabricating experience or losing your voice. Follow a source-first workflow with fact-checking and practical examples.

Learn why AI detectors can flag human writing, how false positives happen, how to preserve authorship evidence, and how educators can review fairly.