It Is Fine to Tell AI 'I Don't Understand' Its Report── Saying you don't understand points to a gap in the report, and asking for a restatement that leads with what changed lets you decide whether to keep the work or roll it back

01Saying you don't understand an AI's report is the right response

In September 2026 the operator had handed an AI the job of producing explainer videos. When the AI finished, it sent back a report built from numbers. The operator replied with one line: they could not tell what the report was saying.

The AI apologized and tried again in plain words. It had done one thing. The video screen had stayed the same for long stretches and was dull to watch, so it had made the screen change.

The restated report also gave a before and after. Until then, each chapter showed a single slide of text, and that one slide stayed up for about a minute and a half. The narration kept going while the picture sat still. The AI had looked at how 100 popular explainer videos were put together, then rebuilt the videos so that a few images kept moving in step with the narration.

What this episode tests is whether the operator's reply was just a complaint, or a step that anyone working with AI can repeat.

02"I don't understand" shows the AI the gap in its report

A report exists so that its reader can make the next decision. If the reader cannot decide after reading it, the report is not finished, however correct the work behind it may be.

Saying you don't understand is not an admission that you lack knowledge. It tells the AI that this report does not let you decide. Put the two versions side by side and the missing parts become visible.

The numbers in the first report were not wrong. What it lacked was an account of what those numbers meant, and a summary of the change that mattered to the reader.

03Approving a report you don't understand leaves you responsible for changes you never saw

A person decides whether to accept the AI's work. If you nod at a report you do not understand and move on, you have approved a change without knowing what it was.

If someone later complains about how the videos look, you cannot explain what was changed. If you want to undo it, you do not know how far back to go. An approval given while pretending to understand is an approval with the decision left out.

Replying that you don't understand costs one line. That line gets you the material for the decision. The effort saved by not asking is small next to what can be lost later.

04Ask for four parts, with the change stated in the first sentence

A plain restatement, as used here, is a report that someone without the specialist vocabulary can read and then decide whether to keep or roll back the work. The restatement the operator received had four parts.

A restatement does not throw the numbers away. It moves them from in front of the summary to behind it. They stay as the evidence you use to check whether the summary is true.

This episode covers the case where you cannot follow the point of the whole report. When only one word in a report is unclear, it is enough to ask what that word means on the spot. Episode 8 of this series covers that.

05In material review and medical work, ask for a report you can decide on

When a pharmaceutical company has an AI review a draft promotional material, the report can come back as a count of edited passages, a match rate against internal rules, and a list of changed phrases. The numbers may be complete. What the reviewer needs to know is what the material now claims.

The same holds when a medical affairs specialist has an AI summarize a paper's analysis. Before the rows of figures, have the AI state in one sentence what the result supports and what it does not. Then you can decide whether the summary is fit for an internal decision.

The pharmaceutical field has already turned this idea into a rule. The EU Clinical Trials Regulation (Regulation (EU) No 536/2014) requires the sponsor to submit, along with the summary of results, a summary that a layperson can understand. It treats the numerical report and the plain-language report as two separate things, both required.

Government writing guidance says the same. In the United States, the Plain Writing Act of 2010 requires public-facing content to be written for its specific audience, and Digital.gov publishes guides on how to do it. In Japan, the Council for Cultural Affairs issued guidance in 2022 asking writers to replace specialist terms or explain them for the reader. Asking the same of an AI's report is not a special demand.

06AI reports fill with numbers because they are written from inside the work

During a task, an AI handles one value after another: counts, durations, settings. When the task ends, the report tends to be written from that record of values. It speaks in the language of the work, and the change on the reader's side comes last or not at all.

People show the same tendency. Someone who knows a subject is poor at judging how a person who does not know it will take in information. The economist Colin Camerer and colleagues showed this in a 1989 paper, and the effect later came to be called the curse of knowledge. Whoever did the work tends to assume the reader shares their starting point.

The design of the AI plays a part too. Anthropic's official guidance for Claude says recent models write more concisely and may skip summaries after work that involves tools. The same guidance says that if you want a summary, you can instruct the model to give a short account of what it did once the task is done.

Each of these causes sits on the AI's side. None comes from a gap in the reader's knowledge. That is why one reply from the reader can fix it.

07From tomorrow, reply that you don't understand and have the AI lead with the change

There are four steps.

1. Say you don't understand. Add where you lost the thread, and the restatement comes faster. If it is the whole report, say so.
2. Have it state what changed in the first sentence. Ask for "what you did, in one sentence, without specialist terms."
3. Have it give before, after, and the problem. Ask what was wrong and what is now different.
4. Have it put the numbers last, with their meaning. Each number should come with a few words on what it is there to check.

If one restatement still leaves you lost, reply again. Once you have a report you can follow, put that format at the top of your future requests. Then you will not have to ask every time.