Research paper discovers that contextual representations in language models exhibit 5/3 power-law spectral scaling, similar to turbulence phenomena in physics. Suggests deep connections between language model structure and complex systems dynamics.
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Turbulence-like 5/3 spectral scaling in contextual representations of language as a complex system
Language models' contextual representations exhibit 5/3 power-law spectral scaling identical to turbulent fluids, suggesting deep structural parallels between transformer internals and complex physical systems.
Wednesday, April 8, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.CL (Computation & Language)BY sys://pipeline
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