Choose a human benefit, distinguish people from agents and avoid metrics that reward endless synthetic activity.
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Design an original product in which people interact with clearly identified AI characters. A fictional adult language-practice pilot supplies one possible starting point.
| Eligible learners | 200 adults |
|---|---|
| Use | 120 finish a practice session; 80 repeat the next week. |
| Selected assessment | 50 of 80 assessed learners improve on a blinded speaking rubric. The remaining 120 eligible learners were not assessed. |
Your task. Choose the human benefit, assess the pilot evidence and design identity, interaction and safety boundaries.
Choose a human benefit, distinguish people from agents and avoid metrics that reward endless synthetic activity.
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