3+ hour, 47+ min ago  (107+ words) This piece is a structural read of the resulting economy " the tokenomics " built up from the technical reality of what a token actually is, then cascaded back through the layered AI stack until every part of the ecosystem can be…...

2+ mon, 2+ week ago  (321+ words) The story of modern AI isn't a straight line of "bigger models = better results." It's a sequence of paradigm shifts, each one redefining where compute creates capability. Understanding these phases isn't academic " it's the structural map that explains why 2025's…...

1+ mon, 2+ week ago  (171+ words) For most of the past decade, the dominant logic of AI competition was simple: scale wins. More compute, more data, more parameters " and the model gets better. The companies that understood this earliest and executed it most aggressively built enormous…...

1+ mon, 4+ 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…...

2+ mon, 3+ week ago  (321+ words) China's AI economy operates on fundamentally different principles from the US model. While US AI is characterized by frontier-model competition between a handful of well-funded labs, China has built a parallel system optimized for deployment velocity, ecosystem integration, and infrastructure-native…...

3+ mon, 4+ day ago  (248+ words) Now you can join the Business Engineering Thinking OS program by subscribing to it directly from here (select The BE Thinking OS). This is a high-touch, AI-native coaching program designed to embed AI throughout your professional workflow, amplifying your impact…...

3+ mon, 3+ week ago  (359+ words) Memory has emerged as the cornerstone capability enabling the transformation of large language models from static text processors into adaptive, goal-directed AI agents. This comprehensive analysis synthesizes the findings from a landmark 102-page survey by researchers across the National University…...

4+ mon, 1+ week ago  (306+ words) Meta's acquisition of Manus for more than $2 billion appears on the surface to be another AI startup purchase in a year filled with them. But beneath the headline lies something far more strategic: Meta is acquiring what may be the…...