From AI to AGI: a human-in-the-loop framework for responsible IS futures

As Artificial General Intelligence (AGI) is moving from speculation to strategic concern, clear guidance for its responsible adoption remains limited. We propose a human-centered framework for AGI integration grounded in governance, accountability, and regulatory alignment. Drawing on YouTube transcripts from leading industry voices, we develop and test our model through a controlled simulation of human–AI decision-making. Our findings show that AI trained with human rationales improves decision accuracy and strengthens the link between reliance on AI and outcomes. We offer a practical pathway for organizations to adopt AGI while preserving human judgment and ethical responsibility.