Are there any serious security or privacy issues with the facial recognition software used during the Duolingo English Test?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any serious security or privacy issues with the facial recognition software used during the Duolingo English Test?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Duolingo English Test facial recognition privacy biometric data retention security concerns privacy policy 2026 Google ↗
Duolingo English Test proctoring facial recognition AI privacy concerns data protection independent analysis Google ↗
- Remote English test security and AI fairness · blog.englishtest.duolingo.com
- Duolingo English Test: Security and Score Integrity · duolingo-papers.s3.us-east-1.amazonaws.com
- Duolingo English Test: Technical Manual · duolingo-papers.s3.amazonaws.com
- What is online proctoring? · blog.englishtest.duolingo.com
- How can I delete my account and data? · testcenter.zendesk.com
- Measuring Variability in Proctor Decision Making on High‐Stakes Assessments: Improving Test Security in the Digital Age - Belzak - 2024 - Educational Measurement: Issues and Practice · onlinelibrary.wiley.com
- Measuring Variability in Proctor Decision Making on High‐Stakes Assessments: Improving Test Security in the Digital Age - Belzak - 2024 - Educational Measurement: Issues and Practice · onlinelibrary.wiley.com
- Why did we deliberately hack the Duolingo English Test? · blog.englishtest.duolingo.com
- official Duolingo English Test support center · testcenter.zendesk.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Duolingo English Test facial recognition privacy biometric data retention security concerns privacy policy 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Duolingo English Test proctoring facial recognition AI privacy concerns data protection independent analysis OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |