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The Efficiency Trap: China Won The Cost Curve, The US Owns The Cash Register
Beyond Token Prediction: The Architectural Case for Truth-Grounded AI
The Day After AGI: Davos 2026 and the Intelligence Transition
The Complexity Transition: Why Human Intelligence Must Redefine Itself in the Age of Artificial Cognition
Grounded Intelligence: Enterprise Architecture for the AI Era
The future enterprise is neither fully automated nor manually controlled. It is architected, where deterministic systems preserve truth, probabilistic AI proposes action, and humans arbitrate when confidence and risk diverge.
Compression Is Not Cognition
Large Language Models achieve fluency by predicting the next word, but fluency is not understanding. Language is evidence of intelligence, not its source, a compressed projection of cognition. Trained on text alone, models learn patterns of expression, not the causal structure of the world.
A required lull for Autonomous Vehicles
Elon Musk's New Master Plan did not reveal a path forward for self-driving vehicles. However, this seems to be a conscious decision. There's a required slow progress path adopted by the industry for the capability to come through, which is also reasonably needed.
Globalization of Technology
Advancements in technology brought down the costs of moving goods, the costs of moving ideas and transferring knowledge, and the costs of remote access and usage of services, speeding up the role of technology in transforming economic structures.
Technology, Globalization, and War
Russian invasion of Ukraine and the international sanctions that followed it have given glimpses of the impact of technology industry and how the dynamics of this war could permanently change everything about a technology's influence or spread.