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Education AI Framework Adaptive Learning System Designer

Course Details

Modules

    No modules yet. Click "+ Add Module" to start building your curriculum.

    Prerequisite Map

    Modules with prerequisites are shown with a green left border. Set prerequisites when editing a module.

    Add modules to see the prerequisite flow.

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    Modules
    0
    Total Lessons

    CALE Adaptive Parameters

    Configure how the adaptive engine adjusts difficulty, tracks retention, and determines mastery. These parameters follow the CALE (Continuous Adaptive Learning Engine) model.

    1.2x
    Gentle (1.0x)Aggressive (3.0x)
    80%
    Lenient (50%)Strict (100%)
    7 days
    Fast decay (1d)Slow decay (30d)
    2.5x
    Conservative (1.5x)Aggressive (4.0x)
    3
    2

    Prerequisite Enforcement

    Retention Curve Preview

    Ebbinghaus forgetting curve simulation based on your half-life setting. Shows predicted retention % without review.

    Review Schedule Preview

    Optimal spaced repetition review points based on your interval multiplier, designed to maintain above-threshold retention.

    AI Tutor Personas

    No AI guides created yet. Click "+ Create Guide" to design your first AI tutor persona.

    Assessment Builder

    No assessments created yet.

    Education AI Knowledge Base

    Searchable database of learning science principles, adaptive algorithms, and AI tutoring patterns. All data sourced from established research.

    Export Curriculum Specification

    Generate a complete, portable specification of your curriculum design including all modules, lessons, adaptive parameters, AI guides, and assessments.

    Preview

    Click an export button above to generate the specification.
    Test Lab
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