My son has been using Duolingo for Spanish for six months now, but how can I accurately test if this is actually preparing him for high school honors Spanish?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My son has been using Duolingo for Spanish for six months now, but how can I accurately test if this is actually preparing him for high school honors Spanish?
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). 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
ACTFL proficiency guidelines novice low novice mid novice high speaking writing listening reading descriptions Spanish Google ↗
high school Spanish 1 honors course proficiency expectations ACTFL novice high Spanish curriculum Google ↗
- ACTFL · actfl.org
- ACTFL | ACTFL Performance Descriptors for Language Learners · actfl.org
- REPORTEROS · klettwl.com
- High School World Language Program – Frequently Asked Questions · hcpss.org
- Academic Planning Guide · tuhs.ttsdschools.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ACTFL proficiency guidelines novice low novice mid novice high speaking writing listening reading descriptions Spanish OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
high school Spanish 1 honors course proficiency expectations ACTFL novice high Spanish curriculum OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |