🎯 Looped Transformers

The items that name it 5

• [AINews] Google admits AI Mode hurts Search revenue; -15% $500B drop worst since 2004 IPO. AI Bear Market coming?
  article2026-10-31

  Reuse layers across loops; Meta found full-model looping best at fixed parameters.

• Accordion: Elastic-Depth Inference via Fixed-Prefix Layer Looping
  paper2026-10-23
• How to Loop MoE: Flatten the Experts, Untie the Attention
  paper2026-09-28
• Improving Test-Time Scaling with Adaptive Looped Transformers
  paper2026-09-28
• Long Live the Short King: Why 4-hi HBM Wins
  article2026-09-13

  Run the input through transformer layers multiple times, scaling the model through depth rather than added weights.