When someone says ‘AI will transform everything,’ they’re usually talking about four completely different technologies with …
The AI Multiplier Effect: Why 10 People Can Now Do the Work of 1,000
The one-horsepower motor didn’t just replace horses—it fundamentally transformed what “work” meant. Today, we’re witnessing a …
The Coming Storm: Why AI Labor Displacement May Hit Faster Than We Think
New research suggests AI-driven job displacement could trigger social and political upheaval within 5-7 years—much faster than previous technological …
Beyond the Picks and Shovels: The True Winners of the AI Revolution
Everyone loves the “picks and shovels” story about AI. While startups burn cash chasing the AI dream, companies like NVIDIA rake in steady …
The AI Allocation Dilemma: The Choice That Will Define Our Economic Future
AI will generate massive economic surplus—but how we allocate those gains will determine whether we get shared prosperity or extreme inequality. This …