Real ChatGPT answer · index seedJK6pXWt4fTccompleteEducation · financial aid and scholarshipscomparison
How do I use savings bond tax exclusions to pay for my tuition without getting penalized by the IRS
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I use savings bond tax exclusions to pay for my tuition without getting penalized by the IRS
2 real searches · 1 real-search pass
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
IRS Publication 970 2025 education savings bond program income limits Form 8815 qualified expenses Google ↗
IRS Form 8815 2025 instructions savings bonds exclusion income phaseout thresholds Google ↗
- 2026 Instructions for Form 8815 · irs.gov
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- Publication 550 (2025), Investment Income and Expenses · irs.gov
- Qualified Ed expenses · irs.gov
- 2025 Form 8815 · irs.gov
- About Form 8815, Exclusion of Interest From Series EE and I U.S. Savings Bonds Issued After 1989 · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS Publication 970 2025 education savings bond program income limits Form 8815 qualified expenses OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Form 8815 2025 instructions savings bonds exclusion income phaseout thresholds OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |