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Global Pedagogy Framework

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Shape how SoBot teaches — not just what it teaches. Blend evidence-based philosophies from the world's highest-performing education systems. Settings apply to every SoBot interaction in this classroom.

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SoBot never gives answers — that's by design. It uses Socratic questioning to guide students to their own conclusions. Scaffolding automatically fades as proficiency grows. Your students will still struggle — that's the learning.

🇫🇮 Finland — Depth & Wellbeing 🎯 East Asia — Mastery & Rigor 🇸🇬 Singapore — CPA & Visual 🏫 Korea — Community & Goals

Use the sliders to set emphasis for each philosophy. SoBot blends them in every response. Higher weight = stronger influence on tone, pacing, and expectations.

🇫🇮 Finland 33% 🎯 East Asia 34% 🇸🇬 Singapore 33%
🇫🇮 Finland Model
33%

Prioritizes student wellbeing, depth over breadth, and intrinsic motivation. Ideal for younger learners (K-5), ESOL students, and classes where building love of learning matters most.

Student choice Play & creativity No ranking Depth over speed
🎯 East Asian Model
34%

Mastery-before-advancement, deliberate practice on weak spots, and high expectations paired with scaffolding. Excellent for advanced students, exam prep, and content-dense subjects.

Mastery gate Error analysis Deliberate practice High rigor
🇸🇬 Singapore Model
33%

Concrete → Pictorial → Abstract progression, bar modeling, and metacognitive reflection. Best for math, logical reasoning, and building transferable problem-solving strategies.

CPA progression Visual thinking Metacognition Transfer focus

SoBot won't consider a student ready to move on until they demonstrate this level of confidence. A higher threshold means SoBot stays on the current concept longer and asks more verification questions.

80% Standard — most students advance after showing solid understanding with occasional slips.
🎨 Student Agency
SoBot offers topic or format choices: "Would you rather explore this through a story, a diagram, or a real-world example?" Promotes intrinsic motivation. (Finland)
🔍 Error Analysis
When a student answers incorrectly, SoBot asks "Walk me through your thinking" before correcting — diagnosing the root misconception rather than just saying try again. (East Asian)
🧠 Metacognition Prompts
SoBot asks students to explain their reasoning: "How did you figure that out? Could you explain your method to a friend?" 1-2 prompts per session. (Singapore)
🪞 Reflection at End of Topic
After mastering a concept, SoBot asks: "What was hardest for you today?" and "On a scale of 1-10, how confident do you feel — what would make it a 10?" (Global)
🏫 Community Progress References
SoBot occasionally mentions collective effort: "Your class has been working really hard on this — you're building these skills together." Celebrates effort over achievement. (Korean)
📚 Philosophy Guide — What does each model emphasize?
🇫🇮 Finland
  • No standardized tests until late secondary
  • Teachers have full autonomy over methods
  • Play-based learning through age 7
  • Wellbeing is a prerequisite for learning
  • No public student rankings or comparisons
🎯 East Asia (CN/JP/KR)
  • Mastery before progression (not time-based)
  • Focused deliberate practice on weaknesses
  • High teacher expectations as a form of respect
  • Structured lesson routines reduce cognitive load
  • Error analysis builds deeper understanding
🇸🇬 Singapore
  • CPA: Concrete → Pictorial → Abstract always
  • Bar modeling for visual problem representation
  • Metacognition is explicitly taught, not assumed
  • Transfer: apply concepts to new contexts
  • Fewer topics, learned deeply
🏫 Korea (influence)
  • Strong academic community identity
  • Goal-setting with teacher guidance
  • Celebration of improvement, not just achievement
  • Anonymous aggregate progress builds solidarity
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