AI Learning Impact & Retention Simulator
Ebbinghaus Memory Decay
Desirable Difficulty Margin
Unassisted Transfer
Export JSON
Export CSV
Reset
Curriculum Domain Preset
K-12 Math
Essay Writing
Algorithmic Code
Parameters & Policy
Scaffolding Policy
Socratic AI Scaffolding (Adaptive)
Direct AI Solution Offloading
Hybrid Spaced Guidance
Unguided Self-Directed Practice
Prompt Assistance Rate
40%
Task Complexity / Difficulty
65
Practice Weeks Timeline
8 wks
Enforce Unassisted Midterm & Final Exam
Socratic prompts stimulate active schema construction. Moderate AI reliance maintains desirable difficulty while preventing passive offloading atrophy.
84.2
Mastery Score
78.5%
Retention Rate
81%
Independent Transfer
Low
Offloading Risk
Socratic Scaffolding
Hybrid Spaced Guidance
Direct AI Offloading
Unguided Baseline
Enjoy this tool? Build your own with Super