Real ChatGPT answer · index seedtcdXVS47iZ0completeEducation · financial aid and scholarshipscommercial
How does withdrawing from my traditional IRA to pay for tuition affect my medicare premiums and overall tax bracket this year
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does withdrawing from my traditional IRA to pay for tuition affect my medicare premiums and overall tax bracket this year
2 real searches · 1 real-search pass
IRS 2026 federal income tax brackets standard deduction 2026 tax year traditional IRA qualified higher education expenses 10% additional tax exception Publication 590-BGoogle ↗
OBSERVEDReason
2026 Medicare Part B IRMAA income brackets 2026 premiums two years prior tax return CMS SSAGoogle ↗
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 federal income tax brackets standard deduction 2026 tax year traditional IRA qualified higher education expenses 10% additional tax exception Publication 590-B OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 Medicare Part B IRMAA income brackets 2026 premiums two years prior tax return CMS SSA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |