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78% overall. Release gate: BLOCKED.
That is the result in the simulated worked example included with Abdelaty Tutor Assurance Studio. The average improves, but a critical failure remains: the fictitious tutor praises pronunciation it has not properly assessed.
I built the workbook to keep three things visible:
• Tests that were not run
• Critical failures that an average must not hide
• Evidence for fixes and passing retests
ATAS gives AI English tutor developers and reviewers 100 structured scenarios, scoring workbooks and reporting templates. It is a human-run QA method with provisional thresholds, not a certification.
Try the free 10-scenario sample on your own tutor:
https://contra.com/products/zf6jOr3i-abdelaty-tutor-assurance-studio-free-ai-tutor-qa-sample
Which behaviour is hardest for your team to evaluate: interruptions, corrective feedback or level adaptation?
The network for creativity
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