Is borrower defense to repayment a valid option if my son dropped out before finishing his program due to misleading job placement claims
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is borrower defense to repayment a valid option if my son dropped out before finishing his program due to misleading job placement claims
2 real searches · 1 real-search pass
U.S. Department of Education Borrower Defense to Repayment misleading job placement claims incomplete program eligibility 2026Google ↗
OBSERVEDConsequence
Federal Student Aid borrower defense application school misrepresentation job placement rates evidence borrower did not graduateGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
U.S. Department of Education Borrower Defense to Repayment misleading job placement claims incomplete program eligibility 2026 Google ↗
Federal Student Aid borrower defense application school misrepresentation job placement rates evidence borrower did not graduate Google ↗
- OMB No. 1845-0163 · studentaid.gov
- U.S. Department of Education Application for Borrower Defense to Loan Repayment · studentaid.gov
- Federal Student Aid – Borrower Defense to Repayment · studentaid.gov
- School Notification Process Under the 1994 and 2016 Borrower Defense to Repayment Regulations (34 C.F.R. 685.206(c) and 34 C.F.R. 685.222) · fsapartners.ed.gov
- School Notification Process Under the 1994 and 2016 Borrower Defense to Repayment Regulations (34 C.F.R. 685.206(c) and 34 C.F.R. 685.222) · fsapartners.ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Education Borrower Defense to Repayment misleading job placement claims incomplete program eligibility 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Federal Student Aid borrower defense application school misrepresentation job placement rates evidence borrower did not graduate OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |