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GPGICs, metabotropic receptors (MRs), Microsoft Semantic Kernel, semantic search, Synthetic Mind -

Comparative Analysis of Neural Subnetwork Selection via GPGICs and MRs with the Microsoft Semantic Kernel and Synthetic Minds in Skill Selection

Comparative Analysis of Neural Subnetwork Selection via GPGICs and MRs with the Microsoft Semantic Kernel and Synthetic Minds in Skill Selection

Based upon this original paper: Where is the mind within the brain? Transient selection of subnetworks by metabotropic receptors and G protein-gated ion channels https://arxiv.org/ftp/arxiv/papers/2207/2207.11249.pdf Abstract This paper seeks to draw parallels between the physiological transient subnetwork selection mechanisms in the brain via G Protein-Gated Ion Channels (GPGICs) and Metabotropic Receptors (MRs), and the computational mechanism inherent in Microsoft's Semantic Kernel in collaboration with its Planner for semantic skill selection. We propose that the Synthetic Mind's utilization of continuous semantic search across ever-evolving skill libraries offers a potentially more deterministic and optimal solution, rivaling the complexities and efficiencies found in...

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