The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models
Paper • 2601.15165 • Published • 75
The Flexibility Trap — ICML 2026 reproduction
Scaled reproduction of arXiv:2601.15165 with H200 Jobs, raw outputs, released checkpoints, Trackio logbook, and poster.
Note Original paper
GSAI-ML/LLaDA-8B-Instruct
Text Generation • 8B • Updated • 293k • 358Note Base released checkpoint used for Claims 1–3 and comparison
nzl-thu/LLaDA-Instruct-JustGRPO-GSM8K
Text Generation • 8B • Updated • 995 • 8Note Released tuned checkpoint used for Claims 4–5
jgallego9/flexibility-trap-repro-results
Preview • UpdatedNote Raw JSONL, summaries, metrics, and interactive plots
Repro - The Flexibility Trap
🎯View and sync a project logbook with an AI agent
Note Published static Trackio logbook with claim pages, strict-gated poster, raw evidence links, and limitations.
jgallego9/repro-the-flexibility-trap-artifacts
6.94 MBNote Versioned Trackio reproduction bundle; v1 is the final 6.7 MB artifact.