IBM handed me a sudden layoff notice this morning and I need help calculating if a 401k withdrawal is my only viable option to cover my immediate living expenses.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
IBM handed me a sudden layoff notice this morning and I need help calculating if a 401k withdrawal is my only viable option to cover my immediate living expenses.
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). 1 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
IBM 2026 layoff severance benefits unemployment Texas 401k withdrawal IRS rules separation from service age 55 Google ↗
Texas unemployment benefits maximum weekly benefit 2026 apply after layoff official TWC Google ↗
- 401k Resource Guide Plan Participants General Distribution Rules · irs.gov
- Retirement topics - Hardship distributions · irs.gov
- Retirement topics - Termination of employment · irs.gov
- Texas Workforce Commission · twc.texas.gov
- File for unemployment in Texas: apply online or by phone · texasunemploymentbenefits.org
- Texas Workforce Commission · twc.texas.gov
- How to Request Benefit Payments Online · twc.texas.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IBM 2026 layoff severance benefits unemployment Texas 401k withdrawal IRS rules separation from service age 55 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Texas unemployment benefits maximum weekly benefit 2026 apply after layoff official TWC OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |