EdTech — 2 Technical Articles

Nov 29, 2025 · Industry Insights

How AI Education Products Can Break Through: From Tool Replacement to Value Co‑Creation

The article analyzes how AI is reshaping education by identifying five product value breakthroughs, outlining five implementation pitfalls, and envisioning future AI‑driven learning experiences, emphasizing a shift from mere tool substitution to a symbiotic, human‑centered value model.

AI educationEdTechLearning science

0 likes · 13 min read

How AI Education Products Can Break Through: From Tool Replacement to Value Co‑Creation

ByteDance Dali Intelligent Technology Team

Jun 18, 2021 · Backend Development

Architecture and Signaling Design for Real-Time Audio/Video Tutoring Services

This article explores the architectural design and signaling mechanisms behind a real-time audio/video tutoring service built for smart desk lamps, detailing the three-layer RTC middleware, classroom abstraction, interactive signaling workflows, and scalable extensions from one-on-one sessions to large virtual classrooms.

EdTechSignaling DesignSystem Architecture

0 likes · 11 min read

Architecture and Signaling Design for Real-Time Audio/Video Tutoring Services