Window VAE reconstruction — 12 pieces, 4 per tier

Checkpoint step_100000, 1 latent per second (128-d). The decoder is run free-running per 20 s chunk under a token-grammar mask, so nothing but the latents carries the content. Left is the piece's token stream rendered back to MIDI, right is the decode of its latents; note matching is ±50 ms.