How to Loop Your Transformer: Scaling, Specialization, Parallel Inference
Ekbote, Pagnoni, Sachan, Bhosale, Lewis, Fazel-Zarandi, Rajput, Gonugondla · FAIR at Meta & MIT · 2026
Visual companion · every chart marked “Illustrative” is a schematic, not paper data
arXiv 2610.40325