1. Core Academic Structure
Every semester includes:
A. Logic–Linguistics–Lojban–Semantics
A continuous 14‑year sequence:
• Early grades: playful Lojban + simple logic
• Middle grades: predicate logic, quantifiers, reasoning
• High school: lambda calculus, type theory, higher‑order logic, Montague grammar/semantics
Outcome: all students can map natural language → formal logic.
B. Mathematics
Arithmetic → algebra → functions → proofs → discrete math → calculus → linear algebra.
C. Science
Early science → biology → chemistry → physics.
D. Dual‑Language Instruction
All subjects taught in natural language and Lojban to expose structure and support formal reasoning.
2. Hardware Layer
Each student receives:
• Tablet: e‑ink/low‑blue‑light, stylus, secure OS
• AR glasses: geometry, physics, biology, history, spatial reasoning
• EEG hat: low‑cost scalp sensors for cognitive load, engagement, fatigue, confusion, flow
Together they form a multimodal neuro‑adaptive learning system.
3. Adaptive Intelligence
Local (on device)
• Real‑time adaptation of pace, difficulty, representation
• Uses EEG + eye‑tracking + timing
• Maintains a local RAG memory of what explanations worked
• CPU‑only, milliseconds, no cloud dependence
Global (data center)
Only distilled features (20–50 KB/day) are uploaded. Central compute:
• Daily CPU analytics
• Weekly ML updates (10–50 GPUs)
• Monthly/semester retraining (50–200 GPUs)
Updates global teaching strategies, curriculum sequencing, and mixture‑of‑experts routing.
4. Curriculum & Teacher Layer
• Full P–12 curriculum with AR modules, labs, assessments
• Teacher dashboard with real‑time analytics
• National teacher network for collaboration and best practices
5. Parallel Physical/Outdoor Mastery Track
A second rigorous track covering:
• Survival, bushcraft
• Martial arts
• Fencing
• Off‑road driving
• Wilderness medicine
• Primitive technologies
Uses AR simulations + tablet logs + AI technique correction.
6. Workforce
A team of 250–400 experts across neuroscience, ML, AR/VR, linguistics, logic, Lojban, curriculum design, hardware, and outdoor/physical disciplines.
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