Guides, comparisons and release notes for MAGI 2 - the unified audio-video generation model from Sand.ai.

A practical walkthrough of MAGI 2: how to prompt for dialogue, music and camera movement, how to keep long-form scenes coherent, and how credits are consumed per generation.

What MAGI-2 Preview is, what Sand.ai has released so far, how to get access today, and how to tell a preview milestone apart from a general availability release.

MAGI 2 replaces MAGI 1's autoregressive temporal chunking with a single-stream MagiMoE backbone: 114B parameters, about 6B activated per token, and audio plus video in one token sequence.

MAGI 2 is a unified audio-video generation model — text, visuals and sound live in a single token sequence, with 114B parameters and only 6B activated per token.