An applicant should review an AI-summarised requirements list line by line, checking each claim against reliable sources rather than treating the summary as final. For education applications, the key starting point is the relevant institution’s international admissions website: EducationUSA specifically recommends checking the requirements published there.
The AI summary can organise the search, but the applicant must confirm the evidence and retain responsibility for the final decision.
How should the applicant check each item?
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Separate the summary into individual claims.
Treat every statement as something to verify, not as an established fact. An apparently precise statement can still be incomplete, outdated, or attached to the wrong applicant category. -
Find a reliable source.
The OpenAI Help Center advises applicants to verify important information from reliable sources. For institution-specific education requirements, follow that advice to the relevant international admissions website rather than relying on the summary alone. -
Compare the source with the summary.
Check whether the source clearly supports the same requirement and whether its wording, scope, and conditions have been preserved. Do not turn an inference into a requirement. -
Look for unresolved gaps.
If the available material does not clearly state a fee, deadline, eligibility condition, or other requirement, mark it as unconfirmed. Do not guess or fill the gap with a plausible answer. -
Keep a record of the evidence.
Retain the source used for each item and note any conflicting or unclear information. An item supported only by the AI summary has not yet been verified.
What should remain unconfirmed?
An item should remain unconfirmed when:
- no reliable source supports it;
- the source and the summary appear to cover different programmes or applicant categories;
- the wording has been shortened in a way that changes its scope;
- the source contains conflicting information; or
- the relevant official material does not answer the question clearly.
The cited guidance does not establish any programme-specific fee, deadline, score, eligibility rule, or document requirement. Those details must be confirmed separately in the material that applies to the applicant’s circumstances.
What must the applicant confirm personally?
Before relying on the list, the applicant should confirm that every requirement is supported by current, applicable evidence and that no conditions have been omitted or merged. Where doubt remains, it should stay visible rather than being converted into an assumption.
The appropriate division of responsibility is straightforward: AI may help organise the information, but reliable sources establish the evidence, and the applicant makes the final decision.