What criteria do actuaries use to determine nonforfeiture options like reduced paid-up insurance?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What criteria do actuaries use to determine nonforfeiture options like reduced paid-up insurance?
1 real search · 1 real-search pass
US life insurance standard nonforfeiture law reduced paid-up insurance actuarial calculation cash surrender value regulation NAICGoogle ↗
OBSERVEDShort fact
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
US life insurance standard nonforfeiture law reduced paid-up insurance actuarial calculation cash surrender value regulation NAIC Google ↗
- Standard Nonforfeiture Law for Life Insurance · content.naic.org
- NAIC Model Laws, Regulations, Guidelines and Other Resources—January 2014 · content.naic.org
- Chapter 627 Section 476 - 2025 Florida Statutes · flsenate.gov
- Ill. Admin. Code tit. 50, § 1415.30 - Methodology | State Regulations | US Law · law.cornell.edu