Real ChatGPT answer · index seedxU50VRbLhZMcompleteEducation · financial aid and scholarshipsinformational
How do federal loan aggregate limits change when a student switches from an undergraduate program to a professional degree?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do federal loan aggregate limits change when a student switches from an undergraduate program to a professional degree?
1 real search · 1 real-search pass
Federal Student Aid aggregate loan limits undergraduate professional degree transition July 1 2026 aggregate cap professional student 2026 officialGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Federal Student Aid aggregate loan limits undergraduate professional degree transition July 1 2026 aggregate cap professional student 2026 official Google ↗
- studentaid.gov · studentaid.gov
- Frequently Asked Questions · fsapartners.ed.gov
- One Big Beautiful Bill Act NSLDS Eligibility Processing Updates (Updated May 7, 2026) · fsapartners.ed.gov
- 20 U.S.C. § 1087e: Terms and conditions of loans · uscode.house.gov
- Reimagining and Improving Student Education-Federal Student Loan Program Final Regulations · thefederalregister.org
- Frequently Asked Questions · fsapartners.ed.gov
- 34 CFR § 685.203 - Loan limits. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu