Is a private tutor better than an online program like Khan Academy for helping my grandson catch up on geometry before high school starts?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a private tutor better than an online program like Khan Academy for helping my grandson catch up on geometry before high school starts?
1 real search · 1 real-search pass
Khan Academy middle school geometry course official lessons practice mastery learning tutoring effectiveness one-to-one math researchGoogle ↗
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 (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
Khan Academy middle school geometry course official lessons practice mastery learning tutoring effectiveness one-to-one math research Google ↗
- ERIC - ED653512 - The Effect of Student-Tutor Ratios: Experimental Evidence from a Pilot Online Math Tutoring Program. EdWorkingPaper No. 24-976, Annenberg Institute for School Reform at Brown University, 2024-Jun · eric.ed.gov
- Computer-assisted learning in the real world: How Khan Academy influences student math learning · pmc.ncbi.nlm.nih.gov
- Five Years of Tutoring Research: What We Have Learned Since the Pandemic · nssa.stanford.edu