Is it really possible to become conversational in a foreign language just by using free apps, or am I going to have to spend money on human tutors eventually?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it really possible to become conversational in a foreign language just by using free apps, or am I going to have to spend money on human tutors eventually?
1 real search · 1 real-search pass
free language learning resources Language Transfer Anki Duolingo Easy Languages speaking practice language exchangeGoogle ↗
OBSERVEDComparison
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
free language learning resources Language Transfer Anki Duolingo Easy Languages speaking practice language exchange Google ↗
- LowKey · lowkey.talk
- TandemPartners · tandempartners.org
- The Best Free Language Learning Resources You're Not Using Yet · ilovelanguages.com