Real ChatGPT answer · index seedoiAIfxdwHZocompleteAutomotive · car reliability and safetyinformational
How do software-based safety features on modern electric vehicles undergo testing before regulators issue a recall?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do software-based safety features on modern electric vehicles undergo testing before regulators issue a recall?
2 real searches · 1 real-search pass
NHTSA defect investigation process preliminary evaluation engineering analysis recall safety-related motor vehicle defects software over-the-air updatesGoogle ↗
OBSERVEDReason
NHTSA manufacturer safety recall reporting obligations 49 CFR Part 573 software defects vehicle safetyGoogle ↗
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 (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
NHTSA defect investigation process preliminary evaluation engineering analysis recall safety-related motor vehicle defects software over-the-air updates Google ↗
NHTSA manufacturer safety recall reporting obligations 49 CFR Part 573 software defects vehicle safety Google ↗
- Resources Related to Investigations and Recalls · nhtsa.gov
- Risk-Based Processes for Safety Defect Analysis and Management of Recalls · nhtsa.gov
- NHTSA Datasets and APIs · nhtsa.gov
- Motor Vehicle Safety Defects and Recalls: What Every Vehicle Owner Should Know · nhtsa.gov
- Check for Recalls: Vehicle, Car Seat, Tire, Equipment · nhtsa.gov
- 49 CFR § 573.6 - Defect and noncompliance information report. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
- Examining the GM Recall and NHTSA’s Defect Investigation Process · transportation.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NHTSA defect investigation process preliminary evaluation engineering analysis recall safety-related motor vehicle defects software over-the-air updates OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NHTSA manufacturer safety recall reporting obligations 49 CFR Part 573 software defects vehicle safety OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |