What are grounded AI answers?
A grounded AI answer is drawn only from sources you provide, with every claim citing the exact passage it came from — so you can check it. Journal Genie grounds answers in your own documents, journals, and surveys; when the sources don’t support a confident answer, it says so instead of inventing one. Grounding is how an AI answer becomes verifiable, not just fluent.
A grounded AI answer draws only from the sources you provide and cites the exact passage behind every claim — and when support is weak, Journal Genie says so instead of inventing confidence.
Ungrounded AI answers a question from a general model of everything it read during training. It is often right, sometimes confidently wrong, and rarely able to show you exactly where a specific claim came from.
A grounded answer flips the default: it reasons only over the sources in front of it and shows its work. That is the difference between an answer you have to trust and one you can check.
Grounded vs. generative
Generative answers come from the model’s trained parameters. Grounded answers come from retrieval over your material: the system finds the relevant passages in your sources, reasons over them, and cites them. In Journal Genie, the notebook surface is grounded — answers are about your documents, not the web.
How Journal Genie grounds an answer
Add PDFs, URLs, or pasted text as sources. Ask a question in plain language. The system retrieves the passages that bear on it, drafts an answer, and cites the exact source passage behind each claim so you can click through and read it yourself.
When the sources fall short
Grounding’s most honest behavior is admitting a limit. If your sources don’t support a confident answer, Journal Genie tells you rather than filling the gap with a plausible guess. A grounded system that will say “your sources don’t cover this” is more useful than one that always sounds sure.
The honest limits of grounding
- Grounding is only as good as your sources — garbage in, cited garbage out. It sharply reduces invented answers; it does not abolish them.
- Grounding constrains where an answer comes from; it does not fact-check the source itself. Whether a cited document is correct is a judgment that stays yours.
Questions, answered first.
What does “grounded” mean for an AI answer?
It means the answer is drawn from sources you provided and cites the exact passage behind each claim, rather than being generated from the model’s general training. You can click each citation to verify it.
Does grounding stop AI from making things up?
It sharply reduces it. Because answers are drawn from your sources and cited, you can catch an unsupported claim. When the sources don’t support a confident answer, Journal Genie says so instead of inventing one — but grounding reduces hallucination, it does not fully eliminate it.
What sources can I ground answers in?
Text-extractable PDFs, web URLs Journal Genie fetches and parses, and pasted plain text. Scanned or image-only PDFs need OCR first.
Related, and the proof behind it.
Ask a question you can check.
Bring a document and ask something specific. Read the citation. Decide if a grounded answer beats a confident guess. Free to start.