by John Macdonald | Mar 20, 2026 | AI, Human, Leadership, Technology, The250
One way to think about technology is that its purpose is to solve problems of scarcity. More and easier access to something we need or want. Once the scarcity is solved, tech inevitably leads to abundance, and abundance leads to faster, better, cheaper. And we as... by John Macdonald | Mar 19, 2026 | AI, Human, Technology, The250
What is AGI? Many conversations center around scale as the missing ingredient. More chips. More parameters. More training data. More power. More scale gets us closer to human. Maybe, eventually, to human (or even better than human). I’m not so sure. Does capability... by John Macdonald | Mar 18, 2026 | AI, Leadership, Technology, The250
Corporations have used productivity metrics for years. You probably know your boss’s metrics for measuring your productivity. When we know the metrics, we tend to optimize for those metrics. All of a sudden, we have token counts. Token counts indicate how much AI... by John Macdonald | Mar 17, 2026 | AI, Leadership, Technology, The250
A big part of company leadership has always been organization design. Who does what. What roles we need. Who has what responsibilities. For startups, those lines are grey because you don’t have enough people. For large corporations, those lines are deep and difficult... by John Macdonald | Mar 16, 2026 | AI, Human, Leadership, The250
I’m in deep on AI. Inside the bubble. Lost in the weeds. Too close to it. It’s hard for me to now see the world as those who aren’t. That’s the curse. A problem, but it can also be useful. Because once you’re aware, it’s a reminder that expertise isn’t just knowing...