Real ChatGPT answer · index seedFPKrsN4kHBEcompleteFinance and banking · retirement accountsinformational
Did Congress pass any new laws affecting maximum 401k contribution limits this week that I need to account for before my payroll locks at 5 PM?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Did Congress pass any new laws affecting maximum 401k contribution limits this week that I need to account for before my payroll locks at 5 PM?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Congress passed law 401(k) contribution limits this week October 25 2026 October 31 2026 Congress.gov IRS OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
IRS 2027 401(k) contribution limit announcement 2026 elective deferral limit OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |