Machine Heart

Apr 27, 2026 · Artificial Intelligence

Why Traditional Video Captions Fail and How MTSS Solves the Problem

The article introduces Multi-Stream Scene Script (MTSS), a structured JSON‑based video description paradigm that replaces monolithic captions, explains its design principles, compares its advantages, and presents experimental evidence showing significant gains in both video understanding and generation tasks.