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H I

@hideki1954

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Algebraic Geometric Empirical Process (AGEP) Theory

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Algebraic Geometric Empirical Process (AGEP) Theory
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H I

about 7 hours ago

Thank you for the flag! Yes, Pangram is 100% correct in detecting AI assistance in the prose, and this is actually by design. 

As an independent researcher without the backing of a major US academic institution or a native English-speaking PR team, I utilized my customized LLM pipeline (Gemini Notebook) as an interactive "Co-PI" to draft and polish the English prose of this proposal to meet international standards. This is explicitly disclosed and detailed in "Part 5: The 'AI-Co-PI' Research Paradigm" of this proposal.

I drive 100% of the mathematical vision, topological intuition, and hands-on PyTorch coding. However, delegating the heavy lifting of English translation and formatting to AI allowed me to produce a citable 14-page LaTeX pre-print and submit this grant in less than a week. 

This flag actually proves the exact efficiency of the human-AI co-working model that I am proposing to fund. I invite reviewers to look past the "perfect" AI-assisted prose and evaluate the core mathematical novelty of the AGEP Theorem and the verified PyTorch simulation data hosted on my Zenodo DOI.