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Posts published in December 2025

Data and Digital Fluency

The contemporary business landscape is undergoing a fundamental transformation in the way human intelligence interacts with technological systems. For decades, the benchmark for organizational readiness was digital literacy—the foundational ability to engage with digital tools to accomplish everyday tasks responsibly.

Companies That Train AI Models

As of late 2025, the landscape of Artificial Intelligence has shifted from speculative experimentation to a rigorous industrial phase. The companies training these models are no longer just software developers; they have become the architects of a new cognitive infrastructure.

The Work Chart Model

The "Work Chart" model represents a fundamental shift in how productivity is visualized and executed. While a traditional Organizational Chart maps static power dynamics and reporting lines, the Work Chart maps the dynamic flow of value, where AI agents and humans collaborate in transient, high-velocity cells.

The Half-Life of Companies Is Getting Shorter

The observation that the "half-life of companies is getting shorter" is a widely recognized and studied trend in modern business, particularly among large public companies. It signifies that companies are being replaced, acquired, or going bankrupt at a much faster pace than in previous decades.