Who’s Really Making White-Collar Workers Obsolete—AI or Themselves?
Anthropic’s AI Exposure Index reveals that white collar professionals—not entry-level workers—face the greatest risk from AI displacement. With only 5% of employees reimagining how they work, the real threat isn’t the technology; rather, it’s the mindset of the people using
AI Implementation Doesn’t Need Better Models; It Needs Better Scaffolding
Can AI Run Business Operations Autonomously? Anthropic just spent months finding out whether this was possible. The AI-run business went bankrupt after it gave away products for free and approved absurd purchases. This wasn’t about model quality; it was about
Why AI Is Now the Universal Job Requirement
Historical parallels with ATMs and spreadsheets reveal AI’s true impact: not mass unemployment, but job transformation and new opportunities. AI-skilled professionals now earn up to 25% more than their peers. Success in today’s job market may very well depend on
What I Learned from Building AI Agents
Enterprise employees waste 21 full days per year on repetitive tasks, creating $50 billion in annual bottleneck costs. In this post, I break down Microsoft's artificial intelligence (AI) strategy to address this issue and reveal what I learned from building
How Vibe Coding AI Puts Digital Creation in Everyone’s Hands
In an era where digital creation had heretofore been reserved for specialized coders, Vibe Coding AI now allows anyone to create functional websites and/or apps simply by describing desired emotional qualities and user experiences. What follows is my journey creating