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Edutech Module API

Learning retention and exam calibration.

Knowledge Decay Modeling

Predict learning retention loss.

POST/api/v1/industry/edutech/knowledge-decay
Model Decay
Time-based regression on learning events.
{
  "prediction": 0.7,
  "confidence": 0.85,
  "analysis": "Retention at 70%"
}

Exam Difficulty Calibration

Adjust question difficulty dynamically.

POST/api/v1/industry/edutech/exam-difficulty-calibration
Calibrate Difficulty
Learns from student performance distributions.
{
  "prediction": "increase-difficulty",
  "confidence": 0.9,
  "analysis": "Exam too easy"
}