Looped Transformers aren't magic, just a deeper network, researcher argues

savvyRL · x · 2026-09-03

Researcher savvyRL pushes back on the Looped Transformers hype: it's not magical, doesn't add real recurrence to an inherently feedforward network, and the same idea was already explored by Dehghani et al. in 2019. The effect is simply making the model deeper, equivalent to stacking more layers from the start.

Related event: Looped Transformer Debate: Just Deeper Networks or Real Recurrence?(8 posts)→

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