Which tool to choose
- You need to understand where to start and how to structure the research: a general-purpose assistant is great for mapping the sub-questions and the strands to explore.
- You've already gathered PDFs, articles, chapters and need to extract the content with the source under control: NotebookLM works only on the documents you upload and anchors each answer to the exact point.
- You need very recent news or data, from these past weeks: an assistant with web access (the integrated search of ChatGPT or Gemini), or Grok for what's moving in real time on X, to be used as a lead and never as a source to cite.
How to do it
- Start from the question, not the title. Ask the AI to break it down. The operational syntax:
I have to write a paper on [topic]. Propose 5 research sub-questions, from the broadest to the most specific, and for each indicate what kind of source would be needed (book, scientific article, statistical data, primary source).
- Look for the real sources yourself. The AI suggests where to look (digital libraries, archives, your university's databases), but you find and download the documents yourself: only that way do you know they really exist.
- Upload the documents into the source-anchored tool and query it. The operational syntax:
From these documents, extract the passages relevant to the question [X]. For each statement, indicate the document and the page. If the documents contradict each other, flag it.
- Verify every citation you'll use. Open the reference, read the original passage, check that it really says what the summary claims. A wrong footnote, at the exam, weighs more than a content error.
- Build the outline with the AI, but fill it in yourself. Ask it to organize the strands into chapters; the reasoning and the conclusions remain your own work, because that's what you're being evaluated on.
A concrete example
Giulia is preparing a paper on child labor in the Industrial Revolution. She asks the AI for the sub-questions: she gets five, from "which laws regulated it" to "how the newspapers of the time talked about it." She searches a digital library and finds three essays and a historical newspaper article. She uploads them into NotebookLM and asks for the passages on the laws: every answer has the page. She opens a citation and discovers that the date of a law had been misread by the tool because of a faded scan. She corrects it against the original. The paper holds up because the sources are real and checked.
When it does NOT work (and how to fix it)
If the AI cites books or articles that don't exist
It's the most dangerous error for research: the AI can invent plausible titles and authors. Remedy: never ask the AI to give you the bibliography. You find the sources yourself in the databases; the AI analyzes them only after you've uploaded them and verified they exist.
If the sources you find contradict each other
It's normal, and it's precious material for a paper. Remedy: ask the AI to "compare the positions of the documents and tell me what they agree on and what they diverge on." The contradiction, explained, becomes the heart of a good piece of work.
If you can't find how to upload several documents together
Interfaces vary. Remedy: look for "Add source," the paperclip or the "+." If the tool accepts one file at a time, upload them one by one; if it doesn't accept PDFs, copy the text and paste it, stating which document it comes from.
A tip from someone who really uses it
Keep a separate document where you paste, for every statement you use, the exact citation with the page. When you write the paper you'll have the notes already prepared and verified, and no statement will be left without a source. It's the boring work that makes the difference between serious research and a sloppy job.
Frequently asked questions
Can I have the AI write the paper and then fix it up?
Technically yes, but you're shooting yourself in the foot. A paper evaluates your reasoning: an AI text fixed up sounds generic and lacks your voice, and many teachers recognize it. Use the AI to search and organize, you do the writing.
Are the sources suggested by the AI reliable?
The suggestions on where to look, yes; the specific citations, no, until you verify them. The AI can confuse authors, dates and titles with absolute confidence. The rule is one: no source enters the bibliography unless you've opened it yourself.
Is it true that using AI for research is considered cheating?
It depends on what you have it do. Using it to orient yourself, break down the question and analyze documents you found yourself is a study tool, like a database. Having it write the content and passing it off as yours is another matter. The line is between getting help to think and getting replaced in the thinking.