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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Christopher Betances

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#small language model Open access Sep 2026

Topological Cross-Domain Transfer in Autonomous Systems: Structural Isomorphism Training

Structural isomorphism training for cross-domain transfer in small language models, validated via the gnarp model lineage and Self-Falsifying Orchestrator. One of 135 dated defensive publications in the CatQualia record. Collection DOI: https://doi.org/10.5281/zenodo.22751107 Original publication: https://catqualia.com...

Christopher Betances · 0 citations
#reinforcement learning Open access Sep 2026

UETO: The Scaling Cost Ceiling of Reinforcement Learning from Human Feedback

The scaling cost ceiling of RLHF and autonomous falsification via the Universal Intervention Barrier and the Universal Entropy-Threshold Operator. One of 135 dated defensive publications in the CatQualia record. Collection DOI: https://doi.org/10.5281/zenodo.22751107 Original publication: https://catqualia.com/ueto

Christopher Betances · 0 citations

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