**Acknowledgements**

In making this work possible, I gratefully acknowledge the support of NVIDIA and research funding from Singapore Economic Development Board that enabled the opportunity for conducting this work.

*Group-Assign: Type Theoretic Framework for Human AI Orchestration DOI: http://dx.doi.org/10.5772/intechopen.96739*
