Why does AI calmly make up facts? — Hallucination
Saying it confidently doesn't make it true.
1 · Think first
AI isn't looking up facts — it just picks the most likely next words, so it can produce wrong sentences with total confidence.
This is called hallucination — it's not an intent to lie, but a limit of a design that builds answers that sound likely.
It's especially likely to get things wrong when you ask about facts that are missing, rare or very new in its training data — always check somewhere else.
2 · Experiment · Probability slider
Try it — probability slider
Pick a question and see how the odds spread out. For a question with no real answer, #1 changes every time you roll.
Figure
In one picture
Even with no right answer, AI picks one believable-sounding answer.
3 · Quiz
Quick check
Three questions. Pick an answer and it's marked right away, with the reason why.
Today in one line
Today in one line
Saying it confidently
doesn't make it true.
Learn more
- Research has reported many cases of AI inventing papers or court cases that don't exist — A Survey on Hallucination in Large Language Models