How to check an AI news summary

Pick the claim you need to check

You do not have to investigate every sentence to make a useful check. Identify the claim that changes your understanding: a result, a date, a comparison or a statement that something is now available.

For example, ‘this battery lasted twice as long’ leaves important questions unanswered. Twice as long as what? Under which conditions? Was it a laboratory cell or a commercial product? The headline can be accurate while the missing conditions change what it means.

Open the original material

Follow the story’s source link. Check who published it and whether it is the original research, an announcement, or someone else’s reporting. A company announcement is useful evidence of what the company said; it is not automatically an independent test of the claim.

When several sources are listed, see whether they add separate evidence or repeat the same announcement. Three links can still trace back to one underlying claim.

Carrot keeps sources attached to its stories. Opening those sources takes you out to the original websites, where their own access and privacy policies apply.

Compare dates, numbers and qualifications

Check the publication date and the date of the event. A newly researched story is not necessarily a new event. Look for qualifiers such as ‘in mice’, ‘in a simulation’, ‘proposed’, ‘preliminary’ or ‘not yet peer reviewed’.

For a number, find its unit and baseline. A percentage without the starting value can be hard to interpret. A performance claim without test conditions can be hard to compare with a rival result.

Ask a focused follow-up: ‘What is the comparison based on?’ or ‘What did the study not establish?’ Then check the answer’s evidence too. Another model response is not independent confirmation.

Let uncertainty stay visible

If the source does not answer a question, ‘we don’t know from this evidence’ is a useful conclusion. Avoid turning a promising early result into a prediction that it will work in everyday use.

For health, financial or legal decisions, a brief is background reading rather than individual professional advice. Read the relevant primary material and seek qualified help when the decision warrants it.

The point is not to distrust every summary. It is to know which parts you have checked and which remain provisional. That habit makes a short brief more useful without requiring you to treat it as the final word.

New to this format? Read what a personalised news brief is or explore Carrot’s current interface.