Jonathan Washburn(@JonWashburn):The future of AI and LLMs is not bigger datasets. It is knowing the smallest dataset that forces the whole. My new arXiv paper proves a canonical test for exactly that: What finite fragments are enough to certify the hidden structure underneath them. https://t.co/rX1cC3H6wv

Jonathan Washburn

@JonWashburn

Artist, entrepreneur, researcher, husband and dad.

加入 March 2007

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Jonathan Washburn@JonWashburn

2026.05.24 12:45

The future of AI and LLMs is not bigger datasets. It is knowing the smallest dataset that forces the whole. My new arXiv paper proves a canonical test for exactly that: What finite fragments are enough to certify the hidden structure underneath them.