Alex Bogdan
1 indexed paper
Recent (6 mo)
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126
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Crypto×1NLP×1
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2026
The Surprising Universality of LLM Outputs: A Real-Time Verification Primitive
The paper identifies a universal, statistically predictable distribution (Mandelbrot) governing LLM outputs, enabling a highly efficient, model-agnostic scoring primitive for provenance and quality assessment.
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