
Part 1 left you able to credit, reword, and represent your sources honestly. There’s one honest move left, and it’s the one beginners skip: telling your reader what your answer can’t promise. A short, upfront note about your limits does more for your credibility than any confident sentence. This chapter shows you what to put in it, walks through a finished example, then hands you one to write.
Let’s name the thing first. A disclosure statement is a short, plain note, usually three or four sentences, where you tell your reader the limits of your work and anything that might color how they read it. It sits at the end of your answer, in everyday language, and it answers one question: what should the reader keep in mind before trusting this?
Two words inside it need defining. A limitation is a gap or weakness in your evidence or method, thin sources, a short timeframe, a topic you couldn’t fully cover. A conflict of interest is any stake, financial or personal, that could bias a source, like a company page praising the very product it sells (you met this idea when you checked sources in the previous course).
Here’s the part that feels backwards. Admitting limits sounds like it should weaken your answer. It does the opposite. A reader who sees you name your own gaps trusts the rest of what you wrote, because you’ve shown you’re not hiding anything. Hiding a limit is what sinks you: one reader spots it, and now they doubt everything. Disclosure isn’t a confession of failure, it’s a mark of careful work.
You don’t have to invent what goes in a disclosure statement. For the kind of work you’re doing, four things cover it. Run down this list every time and you won’t leave a gap.
What to disclose | Ask yourself |
Source limitations | How thin, old, or one-sided is my evidence? |
Remaining uncertainty | What couldn’t I pin down or verify? |
Conflicts of interest | Does any source profit from what it claims? |
Tools and AI used | Which tools did I use, and how? |
The first three protect your reader from over-trusting your evidence. The fourth is about transparency: naming the tools, including any AI, that shaped your work. We’ll go deep on tool and AI disclosure in the next chapter; for now, just know it belongs on the list. These same four points are exactly what you’ll write up for your project, so practicing them here is the project, in miniature.
Watch all four land in a single short statement. Imagine you looked into whether magnesium supplements help people sleep, using two consumer health articles and one supplement maker’s page. Here’s an honest close to that work:
“This summary rests on three sources, two consumer health articles and one supplement maker’s page, so my evidence is limited and partly commercial. The studies they mention are small and short, so any real effect on sleep stays uncertain. The maker’s page has a clear conflict of interest, since it sells the product, so I weighted it lightly. I used a search engine to find sources and a writing assistant to tidy my draft, but the judgments and wording are my own.”
Read it back against the list. Sentence one names the limitation (few sources, partly commercial). Sentence two names the uncertainty (small, short studies). Sentence three names the conflict of interest (the seller’s page). Sentence four names the tools and AI, and draws the line that you, not the tool, made the calls. Four sentences, four boxes ticked, and the whole thing reads like a person being straight with you.

Here’s a mini-investigation to close honestly. Read the scenario, then write a disclosure statement of three or four sentences covering all four elements: source limitations, remaining uncertainty, conflicts of interest, and the tools or AI you used.
Scenario: You compared two budget air fryers to recommend one to a friend. You read four online reviews and one of the manufacturers’ product pages. You found no long-term durability tests. You used a search engine to find the reviews and an AI assistant to help outline your comparison, then checked the facts and wrote it up yourself.
Write this one from your own judgment, no AI: deciding what to disclose is exactly the habit we’re building. Then check your answer against the model solution found at the end of this chapter.
A disclosure statement is a short, plain note telling your reader the limits of your work.
Naming your limits builds trust; hiding them is what costs you credibility.
Four things go in it: source limitations, remaining uncertainty, conflicts of interest, and tools or AI used.
The first three guard against over-trusting your evidence; the fourth is about transparency.
These four points are exactly the disclosure statement you’ll deliver in the project.
You’ve now named tools and AI as the fourth thing to disclose. Next you’ll see exactly how to do it: what to say about the tools and AI you leaned on, and why citing AI is never the same as letting it do your thinking.
A complete answer covers all four elements in a few honest sentences. For example: “My comparison rests on four online reviews and one manufacturer’s page, so the evidence is thin and not fully independent. Because I found no long-term tests, durability remains uncertain. The manufacturer’s page is a conflict of interest, since the brand profits from a sale, so I treated its claims cautiously. I used a search engine to find the reviews and an AI assistant to outline the comparison, but I verified each fact and wrote the final text myself.” Sentence one is the limitation, sentence two the uncertainty, sentence three the conflict of interest, and sentence four the tools and AI, with the judgment kept as yours. Your wording will differ; what matters is that none of the four is missing.