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Posts published in “Year: 2025

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.