allostasis

A practical canon for human behavioral neurobiology knowledge, reasoning, and AI/RAG use.

SimThyr is a continuous simulation program for the human pituitary-thyroid feedback control system. Applications of this program cover research, including development of hypotheses, and education of students in biology and medicine, nurses and patients.

Caretaker LLM agent meets Active Inference agents

Multi agent Active Inference driven simulation based on Mark Solms and Karl Friston philosophy.

Experiments from a new evolutionary algorithm, Allostatic Optimization, published in 2016.

In this work, we simulate competing emerging needs such as thirst and internal temperature by adding a feedforward module (Allostasis), responsible for the predictive behavior of a simulated agent over an already existing model of reactive homeostasis, in which the agent is placed within an environment of constantly changing temperatures.

Inference on Homeostatic Belief Precision, Biological Psychology 2021

Allostat — allostatic regulator for AI coding agents. Claude Code plugin marketplace.