🎮 Dynamic Difficulty Recalibration Engine

עקרון: Detect plateau (same performance 3+ weeks). Don't just increase difficulty - CHANGE TASK TYPE. Prevent frustration + boredom.

8-Week Learning Trajectory

Week 2Week 4Week 6Week 8025507510002468

Notice: Weeks 4-7 plateau, then Week 8 task switch = breakthrough

Plateau Detection & Response

Weeks 1-3

Spatial Sequence (visual)

Learning

72-78%

Weeks 4-7

Still Spatial Sequence

Plateau detected

76-79%

Week 8

Switch to Auditory + Spatial (hybrid)

Breakthrough

81%

Smart Adjustment Strategies

Signal: Same difficulty, same performance 3 weeks

→ Auto-suggest task type switch

+8% improvement

Signal: Just learned skill, but avoiding challenge

→ Gradual push (difficulty +1)

Build confidence

Signal: Boredom detected (too easy)

→ Jump 2 levels, add time pressure

Re-engagement

✅ Key Difference:

Not: "increase difficulty 6→7". Instead: "child stuck at spatial. Try auditory-spatial hybrid." Task novelty = motivation surge + prevents plateau.

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