We’re Not Ready for What’s Ahead in AI

We’re Not Ready for What’s Ahead in AI

Paul’s Perspective: This matters because AI risk is no longer just a research debate; it is becoming a leadership, governance, cybersecurity, and workforce issue right now. Companies that treat AI as only a productivity tool may miss the parallel need for...
8 Predictions for the Continual Learning Era

8 Predictions for the Continual Learning Era

Paul’s Perspective: This matters because continual learning would change AI from a tool you periodically refresh into a capability that compounds over time. For business leaders, that raises practical questions about data ownership, process design, and whether...
Minecraft Was Missing a Brilliant Idea

Minecraft Was Missing a Brilliant Idea

Paul’s Perspective: This is a practical example of AI moving beyond text and images into core product design systems. For business and technology leaders, it shows how generative models can enhance user experience, speed content creation, and create...
DeepMind Changed How AI Understands the World

DeepMind Changed How AI Understands the World

Paul’s Perspective: This is important because AI becomes far more valuable when it can understand context across formats instead of just generating plausible text. For business leaders, that opens the door to better automation, stronger knowledge tools, and more...