Aug 19, 2026 - 6 minute read

Intelligence Wants to Be Property, Not a Service

Every serious political and economic argument about AI eventually collapses into one question. Not left vs. right. Not West vs. East. Not safety vs. acceleration. The real divide is simpler: does your strategy increase someone’s ability to act without your permission, or does it increase their dependence on asking? That single test cuts through more rhetoric than any ideological framework. The forces pushing intelligence toward possession and the forces pulling it toward rental are the defining tension of this decade.

Aug 18, 2026 - 5 minute read

Every Program Has Infinite Bugs

Every program has infinite bugs. You can always invent a new expectation the code fails, and most of those failures will never cost anyone a dollar. Agent reviewers do not find them all, and they do not even think of them all. Run the same review twice and a new pile shows up. The job is ranking what would hurt, then merging.

Aug 14, 2026 - 5 minute read

Nobody Ever Wanted a Chatbot

Nobody in the history of human communication has wanted to “just chat.” Every conversation ever started was reaching for something beyond the words: a relationship, an insight that changes your trajectory, an action taken on your behalf, an impact on the world. The billion-dollar AI industry built chatbots anyway. MIT found that 95% of enterprise AI pilots deliver zero return. The reason is not technical. Chatbots answer a question nobody asked.

Aug 4, 2026 - 6 minute read

Loop Engineering Has Four Levels

Most people using AI agents are stuck on level one. They type a message, the agent responds, they close the chat. One turn, one result, done. That is a tool, not a system. The real leverage in agent work comes from understanding that loops have levels, and each level earns you a different kind of value.