Skumanich, Andy, and Han Kyul Kim. “Post-Deployment Observability As a Foundation for Well-Being-Aligned Human–AI Co-Evolution”. Proceedings of the AAAI Symposium Series, vol. 8, no. 1, May 2026, pp. 749-56, doi:10.1609/aaaiss.v8i1.42616.