Coherence of the Human–AI Learning Dyad in Adaptive Learning: the Zone of Proximal Development as an Interior Optimum of the Control Parameter — Overview

Name: Coherence of the Human–AI Learning Dyad in Adaptive Learning: the Zone of Proximal Development as an Interior Optimum of the Control Parameter — Overview
Uploaded: 2026-03-01T00:00:00+00:00
Description: ODTOE applied to AI-assisted learning: the learner and AI tutor as one coherent dyad converging to a competence fixed point. Difficulty has an interior optimum — the overlap of the zone of proximal development and flow. Coherence B = F·E·(1−σ)·Λ (weak-link); a convincing appearance of mastery is the 'ideal error', where confidence rises while factual mastery lags.

Когерентность диады «человек–ИИ» в адаптивном обучении: зона ближайшего развития как внутренний оптимум управляющего параметра — обзор

所有人哲学家

ODTOE applied to AI-assisted learning: the learner and AI tutor as one coherent dyad converging to a competence fixed point. Difficulty has an interior optimum

ODTOE для обучения с ИИ: ученик и ИИ-наставник как единая когерентная диада, сходящаяся к неподвижной точке компетентности. У сложности есть внутренний оптимум

详细摘要（English）显示

ODTOE applied to AI-assisted learning: the learner and AI tutor as one coherent dyad converging to a competence fixed point. Difficulty has an interior optimum — the overlap of the zone of proximal development and flow. Coherence B = F·E·(1−σ)·Λ (weak-link); a convincing appearance of mastery is the 'ideal error', where confidence rises while factual mastery lags.

另请参阅

← 所有视频