paper
From Human-in-the-Loop to Human-with-Agency : Why AI Oversight Fails When Humans Are Present but Powerless
“Human-in-the-loop” AI often creates the illusion of oversight without real control. This ISI paper introduces the Human Agency Framework, examining why meaningful AI governance depends on preserving human judgement, authority, and intervention capability under pressure.