Letting Opus 5.5 Train a Model Autonomously: It Scales Up and Picks Transformer Over Conv U-Net

Angaisb_ · x · 2026-10-13

The author let Claude Opus 5.5 autonomously train a model in the Astra project, which had already achieved its best result this way. Given full control, the model decided to scale up significantly and chose a Transformer over a conventional conv U-Net. The attached image shows the resulting pixel-art game assets (chests, swords, potions, helmets) generated as clean per-frame variants.

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