🏠📚 Ecological Context Decoder

עקרון: Same game, different performance in home vs. school vs. therapist office. AI learns context-specific patterns. Auto-generate context variants.

Performance by Context

Home (Mom present)Home (Alone)School (Library)School (Classroom)Therapist Office02550100
  • Performance %
  • Engagement %

🔍 Key Findings:

Performance +17% better with mom in room

→ Suggestion: At home: encourage co-playing

→ Action: Parent joins first 10 min, then fades

School classroom = 30% drop

→ Suggestion: Recommend private testing room

→ Action: Coordinate with teacher

Library context = optimal focus

→ Suggestion: Replicate: quiet, minimal visual clutter

→ Action: Suggest home setup changes

🎮 Auto-Generated Context Variants:

Home Solo Version

Reduce independence gap

Changes: Built-in motivation boost (extra rewards)

School Distraction-Resistant

Works despite peer noise

Changes: Haptic feedback (vibration alerts) instead of visual

Group-Friendly Variant

Social + learning

Changes: Turn-based (peer plays too)

✅ Impact:

Bridge home-school gap 3x faster. System automatically adapts game to context. No guesswork.

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