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Showing posts with the label capital heterogeneity

The I-Told-You-So Economy: A Six-Month Retrospective

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In August 2025, I started this blog with a simple, albeit controversial, premise: AI is not a chatbot; it is a Higher-Order Capital Good. At the time, the 'experts' were debating whether LLMs could write better sonnets. I was writing about Capital Heterogeneity and Agentic Loops. Looking back at my August 20, 2025 post ( The Machine as Capital ), the transformation is startling. Predictions vs. Reality Prediction (Aug '25): AI will move from 'Consumption' to "Production'. Reality (Apr '26): OpenClaw has become the industrial standard, with 40% of mid-cap firms deploying autonomous 'Agentic Departments'. Prediction (Nov '25): The 'SaaS-pocalypse' will force a shift to token-based pricing. Reality (Apr '26): Three major cloud providers have abandoned 'per-seat' pricing in favor of Dynamic Inference Credits. Prediction (Dec '25): Local-first hardware will become a sovereignty issue. Reality (Apr '26): The cu...

Welcome to AE x AI: Why OpenClaw Changes Everything

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The 'prediction' I made last month has arrived sooner than expected. Over the last 72 hours, the release of OpenClaw has sent a shockwave through the tech industry. It has reached nearly 10,000 GitHub stars in record time. But while the developers are celebrating the code, I am looking at the Institutional Shift. OpenClaw is the first time we have seen a scalable, accessible framework that allows an AI to act as a sovereign economic unit. It can manage files, interact with APIs, and—most importantly—execute loops without constant human "hand-holding." The Brand Pivot: Why 'AE x AI'? The world doesn't need another 'AI news' blog. What it needs is a rigorous framework to understand the production logic of these new digital actors. I am officially rebranding this project to AE x AI . Why Austrian Economics? Because the mainstream 'Neoclassical" models are ill-equipped for this era. They treat capital as a static number. But Austrian Econo...