HAAS Studio: A Tool for Simulating, Benchmarking, and Governing Human-AI Work Allocation

HAAS Studio has been released as a simulation and decision-support tool designed for adaptive task allocation between humans and AI systems. It incorporates a five-dimensional cognitive representation of subtasks, multi-armed bandit algorithms for adaptive allocation, and a governance framework with independent guards, facilitating the comparison of allocation strategies and governance trade-offs across software engineering, manufacturing, and healthcare domains. This tool is significant for practitioners as it enables informed decision-making regarding AI integration into workflows, enhances governance oversight, and allows for the modeling of human-AI coevolution while mitigating deskilling risks.