Artificial intelligence may assist human decision-making, but responsibility always remains with humans.
Artificial intelligence tools are increasingly embedded in everyday software used by professionals. These systems can assist with analysis, summarization, drafting, and pattern recognition.
However, the presence of intelligent tools does not remove human responsibility for decisions made using those tools.
The Marshall Principle affirms that responsibility must remain clearly assigned to human actors even when artificial intelligence participates in the decision process.
The Marshall AI Governance Readiness Standard (MAGRS) is built around this principle. The framework encourages organizations to remain conscious of responsibility as artificial intelligence becomes integrated into everyday professional work.
Rather than focusing solely on technology, the framework emphasizes governance awareness, operational discipline, and clear accountability for outcomes produced with the assistance of AI systems.
Learn more about the MAGRS framework →
Marshall AI Governance Readiness Standard (MAGRS)
Version 0.2 — Founder Phase
© Richard Marshall — Lexington, Kentucky