Most organizations are choosing AI models the way they once chose cloud providers: That framing is being challenged with current events… Choosing an AI model in 2026 is not just a technical decision. It is quickly becomign an ethical one. Over the past year, the governance posture of AI companies has moved from background signal […]

Earlier in my career, choosing a technology stack came down what you wanted to build and: what are universities teaching? If developers were learning it, you probably could hire them. Simple. Even myself, I ‘grew up’ building on Perl, PHP and the classic LAMP stack. It was practical, scrappy and wildly productive for its time. […]

I stumbled across a couple of Tiktoks talking about this new research paper on the impact of LLMs or hiring.  And after digging into it the paper (Making Talk Cheap: Generative AI and Labor Market Signaling) its clear that it just dropped a bomb on traditional hiring… and explains many of the conversations I’ve had […]

t starts with something simple, I need new shoes.  Its fall and my Hoka’s are failing fast I ask chat; Order the same running Hoka shoes I bought last spring — but get me the newer Clifton model and find the best price. Thirty minutes later, the order is done. Your AI has scanned the […]

For years, the internet’s ecommerce rule was simple: if it looks like a bot, block it. Every payment page, every login, every sales form was built to keep automation out. That made sense, bots tested stolen cards, scraped data, and caused chaos. So we fought back with CAPTCHAs, fraud filters, and endless security layers. But […]

Most AI conversations today are about content creation… writing, coding, or generating images. But the many one of the most trans-formative AI use case isn’t about making more content. It’s about unlocking the content we already have. That use case is AI-driven knowledge management or what I call agentic knowledge management that doesn’t just find […]