News
The Map of AI - by Gennaro Cuofano
3+ hour, 21+ min ago (229+ words) Seven weeks since the March 13 map. The five-race frame held. What changed is the velocity inside the frame " and in the last fourteen days, the velocity broke into a new register. Two model releases in eight days reset the frontier....
AI & The Importance of System Thinking
1+ week, 3+ day ago (380+ words) Most practitioners approach system prompting the way they approach a search engine. You type something in. Something comes out. If the output is wrong, you adjust the input. The mental model is linear: instruction is about compliance. The practitioner's job,…...
The Updated Map of AI
1+ mon, 3+ week ago (127+ words) At the intersection of business strategy, technology, and non-linear analysis, The Business Engineer is the fruit of ten years of research into the business tech world by Gennaro Cuofano, creator of the leading business model strategy blog Four Week MBA....
Six Mental Models for Navigating the Map of AI
1+ mon, 2+ week ago (152+ words) The ten structural truths describe the AI landscape as it actually is in March 2026. They are load-bearing facts " mechanisms, not narratives, each falsifiable against new data. But knowing what is true is not the same as knowing what to do…...
The AI Reasoning Growth Loop
1+ mon, 3+ week ago (242+ words) The standard AI flywheel narrative, more users " more data " better model " repeat'captures only 60% of the story. The real competitive advantage in AI isn't data volume anymore. It's memory persistence. We've shifted from an era where the constraint was "how much…...
The Cognitive Range Matrix
3+ mon, 2+ week ago (78+ words) The Business Engineer The Cognitive Range Matrix Cognitive range is the ability to operate across levels of abstraction without friction. It means holding the big picture in your head while drilling into domain-specific detail when needed, then zooming back out…...
What Can Be Benchmarked Can Be Made Autonomous
4+ mon, 1+ day ago (188+ words) The AI industry has discovered a powerful truth: what can be benchmarked can be automated. This principle is reshaping how businesses think about which tasks AI can take over and which remain fundamentally human. This analysis is inspired by the…...
The Economics of an AI Prompt
4+ mon, 5+ day ago (76+ words) The Business Engineer The Economics of an AI Prompt The AI industry atomic element is the prompt, and the tokens it generates. And while AI agents are promising us potential autonomy, in reality, even there, they do consume massive amounts…...