Articles
Verify a Citation Before You Use It
Resolve one reference to a matching work, record the version, and distinguish identity from content verification.
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AI Verification
Articles
Check Whether AI Is Replacing Your Learning
Close the chat and test whether you can explain, reproduce, transfer, and verify the method you used with AI assistance.
Articles
Use a Chatbot to Complete a Complicated Template
Turn a long template into a guided chatbot interview, answer one question at a time, and export a complete record without invented information.
Articles
Test an AI-Generated Claim with the Scientific Method
Turn one AI-generated claim into a proportionate test with explicit assumptions, independent evidence, and a bounded conclusion.
Articles
Never Blindly Paste a Command from the Internet or an AI
Evaluate every segment, target, privilege, network action, and secret exposure before running an unfamiliar command.
Articles
How to Review AI-Generated Code
Review generated code line by line for requirements, assumptions, dependencies, tests, security, scope, and explainability.
Articles
AI Can Be Confident and Wrong
Recognize invented citations and APIs, sample-only code, hidden assumptions, and unnecessary complexity in AI output.