Follow 10 practical steps—from clear goals to governance—to make data consistent, trusted and actionable.

I analyze open-source and proprietary Large Language Models (LLMs), with special attention to emerging Chinese models

Contrast two data approaches: "stairway to heaven" (deliberate, collaborative) and "highway to hell" (fast, chaotic)

Catalogs answer the basic question: “What data do we have?” Data modeling helps visualize how these assets are connected.