What security protocols does Duolingo use during the English test to ensure valid results that will be accepted by strict university admissions boards?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What security protocols does Duolingo use during the English test to ensure valid results that will be accepted by strict university admissions boards?
1 real search · 1 real-search pass
Duolingo English Test security measures test integrity proctoring identity verification room scan university score validity officialGoogle ↗
OBSERVEDOther / navigational
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
Duolingo English Test security measures test integrity proctoring identity verification room scan university score validity official Google ↗
- Remote English test security and AI fairness · blog.englishtest.duolingo.com
- Duolingo English Test setup: camera, room scan, ear scan · blog.englishtest.duolingo.com
- Duolingo English Test: Technical Manual · duolingo-papers.s3.amazonaws.com
- Duolingo English Test: Security and Score Integrity · duolingo-papers.s3.us-east-1.amazonaws.com
- Duolingo English Test Official Guide 2024 · englishtest-static.duolingo.com
- How do I send my Duolingo English Test results to institutions? · testcenter.zendesk.com
- What is the Duolingo English Test's policy about decertifying results? · testcenter.zendesk.com
- Why more colleges and universities are accepting the Duolingo English Test · blog.englishtest.duolingo.com
- How many universities accept the Duolingo English Test? · blog.englishtest.duolingo.com
- FAQ · biomedsci.ucsd.edu
- Required Application Materials and Documents – Office of Admissions and Recruitment · admissions.wisc.edu
- Admission Requirements & Deadlines · du.edu
- What rules do test takers need to follow? · testcenter.zendesk.com
- Duolingo accepting institutions directory · englishtest.duolingo.com