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How does SlideHero guarantee the quality of content in generated courseware?

2025-08-28 1.4 K

SlideHero ensures courseware professionalism through a threefold mechanism:

  • Educational data trainingThe AI model is trained on millions of syllabi, textbooks and teachers' own courseware to ensure the accuracy and standardization of the output, for example, when explaining "quadratic equation", it will automatically include the standard solution steps.
  • Review of curriculum standardsWhen selecting the Australian Curriculum option, the system filters out content that does not meet the cognitive level of the grade, for example, the photosynthesis lesson for Year 5 avoids complex concepts such as ATP.
  • Human Modification Interface: All auto-generated content is open for editing, and teachers can:
    • Amendments to potentially ambiguous expressions
    • Replacement of more contextualized images
    • Adjusting the difficulty gradient of interactive activities

Empirical tests show that for science topics, the accuracy of the initial generated content reaches 921 TP3T, and after 5 minutes of fine-tuning, it reaches 1001 TP3T.The system also records teachers' modification behaviors to continuously optimize the model.

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