AI ethics is everywhere. Execution models are nowhere. So I built one
Hugging Face Forums [Unofficial]
April 12, 2026
Model:
The 9-Question Protocol for Responsible AI Actions Research
Author’s Note — Why This Document Exists Before giving AI higher intelligence, we built a judgment engine that teaches it one simple rule: “If you don’t know, ask.” We also fixed what must be asked, and who must answer each question. At the level of questions, there is no further expansion. What remains is only the implementation of answers. These questions are not the end point, but the starting point. The answers must differ according to each organization’s responsibility and philosoph…
Full stack (IoT → AI):
github.com
GitHub - Jang-woo-AnnaSoft/execution-boundaries: Design notes on execution boundaries and...
Design notes on execution boundaries and responsibility structures for AI systems interacting with the physical world.
Discussion in the ATmosphere