Notes from the boundary.
Essays on where human judgment, agent assistance, and automation belong in operations where one wrong call costs trust, standing, or both. Written in English, published here.
I Read the Study About AI Breaking the Law. Then Claude Opus 4.8 Deleted My Files!
Last week 2 pieces of AI news landed almost on top of each other. Most people read them as unrelated. They are not. Then, a few days later, a third one happened to me, and it tied.
Read the essay →Research Is the Most Sophisticated Form of Procrastination
How I use Codex and Claude Code CLI as adversarial partners to climb out of the research rabbit hole and actually move.
Read the essay →I Closed the Laptop
The third email that week. Take your interview anytime. Our AI is available 24/7.
Read the essay →I Thought I Was Staying Ahead in AI.
My last article was about predictions. This one is about patterns. Like Polymarket. Predictions feed self-deception. Patterns change behavior.
Read the essay →My Predictions: From 2025 Hype Cycle to 2026 New Reality
2026 predictions are everywhere after 3 years of hype around models and robots. Most of them obsess over benchmarks, model releases, and announcements.
Read the essay →The Human Bottleneck Behind Automation Agents in Real Companies
Most people think education ends when work begins. That belief is becoming expensive, especially in an age where intelligence is outsourced and commoditized.Skills now decay.
Read the essay →Why You'll Dance Off-Beat with Your Future AI Agents
This post was originally made in French, which is one of my native languages.
Read the essay →The New Illiterates: Will You Adapt or Be Left Behind?
Picture this: You're in 1440, and Johannes Gutenberg has just invented the printing press. Two merchants stand before a wall of handwritten scrolls. One scoffs, "Why would I need.
Read the essay →Why this journal exists
Most writing about automation is sold by the people who benefit from more of it. This is a different kind of note: where the boundary should sit, and who stays accountable.
Read the essay →