Articles tagged: "diffusion-transformers"

• Aug 24, 2026

  The Plateau: Five Ways to Enrich a Heatmap, Zero Breakthroughs

  The last post in this project ended with a promise. Eradicating Syntax walked through a Diffusion Transformer that generates executable graphs instead of code, and closed with “What’s next: RLAIF.”...
• May 13, 2026

  Training a Portrait DiT on a Single GPU: What the Ablation Study Taught Us

  The prevailing assumption in generative AI is that training a large, multi-modal Diffusion Transformer from scratch requires a cluster. prx-tg is a direct challenge to that assumption: a 400M+ parameter...
• May 5, 2026

  Eradicating Syntax: Building a Neural Universal Machine That Executes Graphs, Not Code

  Our GNN autoencoders achieved 81% node accuracy on Ruby ASTs yet produced 0% valid code. The culprit was the literal value bottleneck — nearly half of every AST consisted of...