How should I prepare my expert witness for a Daubert challenge regarding their accident reconstruction methodology?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should I prepare my expert witness for a Daubert challenge regarding their accident reconstruction methodology?
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
Daubert accident reconstruction expert methodology admissibility reliability Federal Rule of Evidence 702 2023 amendment Google ↗
NHTSA accident reconstruction methodology uncertainty validation error rates expert testimony Daubert Google ↗
- Rule 702. Testimony by Expert Witnesses | Federal Rules of Evidence | US Law · law.cornell.edu
- 28 U.S.C. Appendix, Federal Rules of Evidence, Rule 702 (2023) :: 2023 U.S. Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- 2022-01-5069: Comparison of Rear Impact Crash Reconstructions to Event Data Recorders in the Crash Investigation Sampling System Database · saemobilus.sae.org
- AAFS American Academy of Forensic Sciences Est · aafs.org
- Evaluating the uncertainty in various measurement tasks common to accident reconstruction · bearworks.missouristate.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Daubert accident reconstruction expert methodology admissibility reliability Federal Rule of Evidence 702 2023 amendment OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NHTSA accident reconstruction methodology uncertainty validation error rates expert testimony Daubert OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |