Michael Morgan

Neuromodulatory-Control-Networks. Neuromodulatory Control Networks (NCNs), a novel LLM architectural modification inspired by the neuromodulatory systems in the vertebrate brain.

Phase-Slip-Sampler. Phase-Slip is a stochastic intervention architecture that operates on the Key-Value Cache of the model. Phase-Slip gently rotates the semantic vectors of the context window, asking the model: "How would you finish this sentence if you looked at it from a slightly different perspective?"

Neural-Speciation. An evolutionary engine for micro-transformers that optimizes initialization hyperparameters. Uses unsupervised clustering to discover distinct "species" of learning strategies that convergently evolve for rapid generalization. Includes 3D phylogenetic mapping tools to visualize the mathematical landscape of learning.

Mmorgan-ML. I do mostly biologically inspired language model stuff. A novel architecture built on neuromodulation, a speciation evolution simulator where the organisms are MicroTransformers with 17 genes (representing initialization hyperparameters), and a novel inference sampler that prevent LLM loops by injecting Gaussian noise directly into the KV cache..

Research-Proposals.