How do we make AI a native part of Nigerian healthcare, rather than a layer imported from somewhere else?
What makes an AI system autonomous in the real world: the ability to act, or the judgment to know when it should not?
How can organizations preserve why a decision was made, then learn from what happened afterwards?
How can AI become part of existing behaviour without becoming another destination people have to remember?
Which parts of a task should disappear, and which parts do people still want to experience and control?
What belongs on-device in a small model, and what deserves the cost and depth of a larger one?
How do we build useful personalization without making people feel watched?