AE x AI

As we wrap up 2025, the tech industry is taking a victory lap for 'solving' natural language. We have LLMs that can pass the Bar exam, write poetry, and mimic human empathy. But if you look beneath the surface of the 'Chat' hype, you’ll see the cracks in the foundation. I’m calling it now: 2026 will be the year the Chatbot dies. From Consumption to Production The Chatbot is a consumption good. It’s a way for humans to consume information more efficiently. But as I’ve argued throughout this year, the marginal utility of "more information" is crashing toward zero. In 2026, the focus will shift from Conversation to Capital . We are going to stop 'talking' to our computers and start "employing" them. The technologies we’ve seen emerging in late 2025—projects like Clawdbot and the move toward Local-First Agents —are the early signs of a transition toward Autonomous Capital. The Rise of the Agentic Loop In 2026, we will see the 'Agentic Loop...

Over the weekend, I noticed a small project on GitHub called Clawdbot . On the surface, it’s a simple automation script—a way to let an LLM 'click' around a screen and perform basic tasks. Most developers are treating it as a clever hack or a curiosity. But looking at it through the lens of Capital Structure , I see something much more significant. The Missing Link: Action For months, I’ve been writing about the 'Chatbot Ceiling'. The problem hasn't been the intelligence of the models; it’s been their isolation . A model that can only talk is a consumption good. A model that can operate software is a capital good. Clawdbot is the first step toward what I’ve been calling the Agentic Loop . It gives the 'brain' of the AI a "hand" to move things in the digital world. Spontaneous Order on GitHub What’s fascinating is how this reflects the Austrian concept of Spontaneous Order . There is no central committee directing the development of 'Agentic AI...