The Marshall Principle
Artificial intelligence may assist human decision-making, but responsibility always remains with humans.
Technology guidance for responsible AI adoption
Artificial intelligence tools are rapidly becoming part of everyday professional software. Organizations must remain conscious of responsibility as these technologies become integrated into normal workflow.
Explore the MAGRS FrameworkA short assessment helping organizations reflect on how artificial intelligence is entering everyday professional work.
A lightweight framework encouraging leadership awareness and human accountability when AI tools assist work.
Participating organizations maintain their readiness through periodic reflection and reporting with publicly verifiable credentials.
Artificial intelligence may assist human decision-making, but responsibility always remains with humans.
Richard Marshall is a technology consultant based in Lexington, Kentucky with more than four decades of experience working with business networks, systems, and software infrastructure.
His work now focuses on helping organizations remain conscious of responsibility as artificial intelligence becomes integrated into everyday professional work.