A contract meant security. A role meant identity. A promotion meant progress. For many years, this model worked. It gave discipline, exposure, and a professional grammar that still matters today.…

In the 1990s, we attempted this with expert systems, decision-support tools, and knowledge bases. They promised consistency, speed, and rationality — a way to turn human expertise into software. What…

 At first glance, the recent convergence between Apple and generative AI looks like a love story. In reality, it is a contract. The metaphor that best explains what is happening…

For more than three decades, digital transformation has been about making organizations faster, cheaper, and more efficient. We digitized documents, automated workflows, connected systems, and optimized processes. Decision-making, however, largely…

Artificial intelligence is now a general-purpose infrastructure, comparable to electricity or the internet, yet it is spreading across the world at radically different speeds and depths. In some regions, AI…

For more than three decades, governments have pursued digital transformation. The first phase focused on digitization – moving paper-based procedures online, still in progress … The second phase emphasized interoperability,…

In a global artificial intelligence landscape dominated by scale, speed, and computational power, the story of the Amodei brothers stands out for a different reason: it reconnects AI with humanistic…

In the early 1990s, Silicon Valley was a very different place. Oracle still had the atmosphere of a scrappy giant, Netscape was rewriting the rules of the web, and Sun…