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Mustafa Karatüm

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#diffusion models Open access Sep 2026

Topological String-Gradient Theory (TSGT): Autonomous LLM Stress-Test and Critical Reconstruction

Topological String-Gradient Theory (TSGT): Autonomous LLM Stress-Test and Critical Reconstruction Author’s Context: Let’s be completely transparent about what this manuscript actually represents. While earlier drafts of TSGT were hand-iterated and driven by my own intuitive theoretical concepts, this release is the res...

Mustafa Karatüm · 0 citations

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