Real ChatGPT answer · index seedFeBlxMoWqLocompleteEducation · financial aid and scholarshipsinformational
I heard older bonds can be tax-free for college, what are the exact rules for savings bond tax exclusions on education expenses?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I heard older bonds can be tax-free for college, what are the exact rules for savings bond tax exclusions on education expenses?
4 real searches · 1 real-search pass
IRS Publication 970 education savings bond exclusion Series EE I bonds rules modified AGI 2026Google ↗
OBSERVEDConsequence
IRS Form 8815 instructions education savings bond exclusion qualified expenses owner age 24Google ↗
OBSERVEDInstruction
IRS education savings bond program Series EE I bonds 2026 income limits qualified expenses requirementsGoogle ↗
OBSERVEDReason
IRS Publication 970 2025 education savings bond program modified adjusted gross income phaseout 2026Google ↗
OBSERVEDConsequence
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
IRS Publication 970 education savings bond exclusion Series EE I bonds rules modified AGI 2026 Google ↗
IRS Form 8815 instructions education savings bond exclusion qualified expenses owner age 24 Google ↗
IRS education savings bond program Series EE I bonds 2026 income limits qualified expenses requirements Google ↗
IRS Publication 970 2025 education savings bond program modified adjusted gross income phaseout 2026 Google ↗
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- Publication 17 (2025), Your Federal Income Tax · irs.gov
- Using bonds for higher education · paymentintegrity.treasury.gov
- 26 U.S.C. § 135: Income from United States savings bonds used to pay higher education tuition and fees · uscode.house.gov
- 2026 Instructions for Form 8815 · irs.gov
- 2026 Form 8815 · irs.gov
- Internal Revenue Bulletin: 2025-45 · irs.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS Publication 970 education savings bond exclusion Series EE I bonds rules modified AGI 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS Form 8815 instructions education savings bond exclusion qualified expenses owner age 24 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
IRS education savings bond program Series EE I bonds 2026 income limits qualified expenses requirements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Publication 970 2025 education savings bond program modified adjusted gross income phaseout 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |