The Flood is Coming: Why Your Pipes Are Already Full

Michael Miller · 2026-11-06

You ever feel like you're drinking from a firehose? That's the vibe I got reading Dario Amodei's latest piece, *We Must Pace the Frontier*. He's not wrong. The flood of AI capabilities is coming, and our pipes—the systems, the norms, the infrastructure—are already full. I've spent the summer digging into what these models can actually find. And the gap Amodei describes? The one between what they can do and what we're ready for? I've been staring at it since May. It's real, and it's widening. ### The Gap We're Not Talking About Here's the thing: it's not just about the tech. It's about us. Our readiness. Our plumbing. And right now, that plumbing is straining. Think about it. Every new capability these models unlock is like another gallon of water rushing into a system that was designed for a trickle. We patch one leak, and two more appear. The pressure builds. > "The hardest piece of his argument isn't about what the models can do—it's about what we can absorb." That line hit me. Because we're so focused on the flood—the next big model, the next breakthrough—that we forget to check if the pipes can handle it. ### What This Means for You If you're in the trenches, building with these tools, you feel it. The constant firefighting. The ethical dilemmas. The regulatory uncertainty. The flood is here, and we're all trying to keep our heads above water. But here's the good news: we're not helpless. We can start by acknowledging the gap. Then we can work on widening the pipes—better infrastructure, clearer norms, smarter policies. It's not glamorous work, but it's necessary. So, yeah, the flood is coming. But maybe, just maybe, we can build bigger pipes before it hits.