BREAKING
Code2Video Turns Code Into Lessons
Three Agents, One Video Pipeline
1
Planner: structure content
↓
2
Coder: Python via Manim
↓
3
Critic: VLM layout check
Code-Centric vs Pixel Generation
Pixel-based
●
Struggles with structure
●
Inconsistent transitions
Code2Video
Manim
●
Explicitly controllable
●
Interpretable process
0
%
improvement
0
agents
MMMC Benchmark, ICML 2026
Code and Dataset on GitHub
AI NEWS BLITZ
Show Lab has unveiled Code2Video, a framework that builds educational videos from Python code.