Education
Coherent education: theory and methodology of learning systems and the nonlinear dynamics of knowledge flows built on the observer-dependent framework.
2 articles
Articles in this topic
- 01
Coherent Education: Theory and Methodology for Building Learning Systems Based on Observer-Dependent Theory of Everything
Theory of coherent education based on ODTOE formalism. Learning formalized as spiral process of growth in observation operator dimensionality d and complexity of cognitive coherence B. Four levels: (1) individual coherent learning with four-stroke cognitive cycle governed by B=F^w1·E^w2·(1−σ)^w3·Λ^w4; (2) group coherent learning with minimal stable group of five participants; (3) personal tracks 'human + AI' with AI as external operator; (4) group systems 'group + AI' with AI as coherence assistant. Golden ratio φ determines optimal ratio of expansion-compression phases. SKW matrix proposed as elementary unit of coherent education.
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Coherent Education II: Nonlinear Knowledge Flow Dynamics and Observer-Dependent Control of Learning Systems
Extension of coherent education theory in three directions. (1) Nonlinear cognitive flow balance equation with coherence multiplier Γ(B,S)=4B(1−B)S formalising observer-dependent knowledge assimilation. (2) Cascade coherence model for multi-level educational systems: S_cas=1−∏(1−S_k), demonstrating nine-order-of-magnitude lifetime increase from multi-level organisation. (3) 3/2 power law connecting cognitive flow to coherence by analogy with Child–Langmuir law, establishing threshold conditions for individual-to-collective learning transition. All formulas verified analytically and numerically to 50 significant digits.
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