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One Spectrum, Two Resources: Data-Memory Scaling in Autoregressive Prediction

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.13500v1 Announce Type: new Abstract: How much learned memory is needed to benefit from more data? We show that the two resources are governed by one predictive-energy spectrum in a positive-entropy autoregressive retrieval source. Each coordinate contributes its query probability times t…

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  1. 2026-09-15 04:00 · arXiv cs.LG
    One Spectrum, Two Resources: Data-Memory Scaling in Autoregressive Prediction

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