Mario Martín Cuniglio
Co-Author / Theoretical Contributions
Independent researcher and co-author on Solving LLM Context Collapse: A Thermodynamic No-Go Theorem for AI Cognitive Architecture and Biological Memory. Theoretical contributions to the dual-component stabilization framework: the mathematical proof that checkpoint accumulation and fixed-reference verification together are necessary and sufficient for structural persistence under continuous perturbation in cognitive systems.
Published Work
Papers in the Lumiea Series
Solving LLM Context Collapse: A Thermodynamic No-Go Theorem for AI Cognitive Architecture and Biological Memory
Co-author
Mohamad Al-Zawahreh, Gary Floyd, Mario Martín Cuniglio
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About
Bio
[Bio content pending — please contact for collaboration inquiries]
Bio details pending. Reach out via the Lumiea Systems R&D contact channel for collaboration inquiries.
Find Mario Online
Verified academia.edu profile (linked from the LLM Context Collapse paper):