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Xiaohongshu

Latent Feedback Is a Compute and Data Amplifier: Scaling Law for Latent Feedback Transformers on Repeated Data

Posted: Nov 13th 2026
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TL;DR

Feed a Transformer's own top-layer states back in as input, and every FLOP and every token count for more: the same loss with up to 46% less compute or 20% less unique data.

Latent Feedback Is a Compute and Data Amplifier: Scaling Law for Latent Feedback Transformers on Repeated Data
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