Our school board is voting tonight on a total ChatGPT ban in classrooms and I need a quick summary of the best recent studies showing how AI actually improves critical thinking so I can email the superintendent before noon.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Our school board is voting tonight on a total ChatGPT ban in classrooms and I need a quick summary of the best recent studies showing how AI actually improves critical thinking so I can email the superintendent before noon.
2 real searches · 1 real-search pass
2024 2025 generative AI ChatGPT critical thinking education empirical study randomized controlled trial students critical thinking meta-analysisGoogle ↗
OBSERVEDReason
generative AI education critical thinking systematic review 2025 study students cognitive skills critical thinkingGoogle ↗
OBSERVEDReason
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 2025 generative AI ChatGPT critical thinking education empirical study randomized controlled trial students critical thinking meta-analysis OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
generative AI education critical thinking systematic review 2025 study students cognitive skills critical thinking OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |