Quick answer: Yes. A fluent response can contain incorrect facts, missing context or invented sources.
Why it matters
Check important claims against independent evidence. Recalculate numbers, open source links and compare summaries to the original document. Asking the same assistant to confirm its answer is not independent verification.
What to do next
If you cannot verify a material claim, leave it out or clearly state the uncertainty. Our checking workflow gives you a repeatable process.