Question 1

How should I use an AI detector for academic integrity reviews?

Accepted Answer

Use detector output as probabilistic evidence, then combine it with writing history, source checks, and instructor review.

Question 2

What is the difference between ChatGPT detector and deepfake detection?

Accepted Answer

ChatGPT detector focuses on text-generation signals, while deepfake detection evaluates synthetic patterns in images and video.

Question 3

How can I improve AI detector result quality?

Accepted Answer

Submit longer, well-formatted content when possible, avoid partial snippets, and review results with surrounding context.

Question 4

Can I use AIGuardian in academic integrity policies?

Accepted Answer

Yes, many teams use it as a screening signal, but final decisions should always include manual review and policy rules.

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