Is ICR better than PAYE for high-earning medical residents trying to minimize out-of-pocket costs while pursuing hospital-employed forgiveness?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is ICR better than PAYE for high-earning medical residents trying to minimize out-of-pocket costs while pursuing hospital-employed forgiveness?
3 real searches · 1 real-search pass
2026 student loan repayment plan changes PAYE ICR PSLF October 2026 Department of EducationGoogle ↗
OBSERVEDConsequence
2026 federal student loan repayment plans PAYE ICR PSLF October 2026 medical residents high income officialGoogle ↗
OBSERVEDReason
Federal Student Aid PAYE ICR repayment plan PSLF qualifying payments 2026Google ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 student loan repayment plan changes PAYE ICR PSLF October 2026 Department of Education OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2026 federal student loan repayment plans PAYE ICR PSLF October 2026 medical residents high income official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Federal Student Aid PAYE ICR repayment plan PSLF qualifying payments 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |