Dive Into Great Lakes Insights

Fresh takes on data, accounting, language, and life by the water.

Between mountains and water, the mind finds its home.

Newest Growth Across the Forest

Notable Growth Across the Forest

One Song That Took Me to The Lone Star State ⭐

Many years ago, I watched a Mongolian singer perform Amarillo By Morning on YouTube. That performance introduced me to George Strait and, in many ways,…

June 4, 2026

AI and I Built This Website in 5 Days (Part II): Debugging My Way Through the Full Stack

In a previous post, I wrote about how AI helped me launch Great Lakes Data Forest in just a few days. Looking back, getting the…

May 31, 2026

From Correlation to Causation: How a Simple Question Led Me into the World of Complex Systems

One of the most persistent ideas I encountered while studying statistics, machine learning, and data science was a phrase repeated almost everywhere: Correlation is not…

May 30, 2026

Triple-Entry Accounting: A Glimpse into the Future of Financial Recordkeeping

While exploring recent developments in the application of data science and emerging technologies in accounting, I repeatedly encountered the concept of Triple-Entry Accounting (TEA). Although…

May 29, 2026

AI-Generated Music — Soul in Spanish, Not “Latin Sound”

When it comes to AI-generated artwork, many of my friends tend to have somewhat negative views toward it. The concerns are understandable. Issues such as…

May 27, 2026

Is AI Really Taking Away People’s Jobs?

Every industrial revolution brings a period of social and economic transformation. Some professions gradually fade, while new ones emerge in their place. During the Industrial…

May 27, 2026

Continue Along the Trail

New reflections and ideas will continue to grow across the forest over time.