Red Flags That an Answer Is Invented

You will not always have time to fact-check everything. So it helps to recognize the warning signs that an answer might be invented, the tells that say slow down and verify.

Once you know the red flags, suspicious answers start jumping out at you. This instinct is one of the most valuable AI skills you can build.

Be wary when an answer is suspiciously precise: an exact percentage, a specific date, a perfectly worded quote that fits a little too well.

Real life is messy; invented details are often unnaturally clean. When something is more precise than the AI could plausibly know, treat that precision as a red flag, not proof.