Agentic AI systems are no longer science fiction. They're here, they're capable, and they're rapidly being deployed across industries. But before you rush to implement them, there's a reality check we need to have: the challenges are real, and they're significant. Let me walk you through the seven critical problems that organizations are grappling with right now. 1. Reliability & Control: The "Will It Behave?" Problem Agentic systems: they can go off the rails in ways traditi

Traditional approaches to AI education are becoming obsolete almost as quickly as they're implemented. By the time comprehensive training materials are developed, distributed, and absorbed, the AI landscape has already shifted dramatically.   The solution? Stop treating AI education like a fixed curriculum and start fostering a culture of active experimentation.   Organisations that thrive in the AI era won't be those with the most structured training programmes but those tha

The question of whether AI can be creative touches on fundamental aspects of both human cognition and artificial intelligence. As we witness AI systems generating art, composing music, and writing poetry, the boundary between mechanical computation and genuine creativity becomes increasingly blurred.   At its core, creativity involves generating novel and valuable ideas or artifacts. Traditional arguments against AI creativity often cite the lack of consciousness, emotional d