What If a Transformer Never Had to Forget? Meet the Recurrent Looped Transformer (RLT)

You ask a language model a one-line question — it processes it through 48 layers. You paste a 10,000-word document — it still processes it through 48 layers. Same depth. Same ceiling. Every single time. That's the structural limit of every decoder-only Transformer in production today. A technical report published September 12, 2026 by Princeton...