"Why Data Is the Real Artificial Intelligence" on the Pure AI Web Site

I contributed some technical content and opinions to an article titled “Why Data Is the Real Artificial Intelligence” on the Pure AI web site. See https://pureai.com/articles/2026/04/01/why-data-is-the-real-artificial-intelligence.aspx.

In a nutshell:

* Data is the main driver of AI value, not sophisticated algorithms.
* Data is a strategic asset that creates competitive advantage.
* Data quality, governance, and human involvement are critical for AI success.

While algorithms determine how learning occurs, data determines what is learned. Two companies using the same algorithm can achieve dramatically different results depending on the size, relevance, and cleanliness of their datasets. For businesses, this means that proprietary data assets often matter more than proprietary code.

High-quality datasets are difficult to acquire, expensive to maintain, and often impossible to replicate. Companies such as Amazon (sales data), Google (search data), and Microsoft (computer code from GitHub) owe much of their AI success to years of accumulated user data that their competitors cannot easily access.

I gave some opinions:

The Pure AI editors asked Dr. James McCaffrey, a technical expert who has worked with large language models and AI systems, for comments. McCaffrey observed, “It’s critical for businesses to recognize the importance of data for artificial intelligence. This allows organizations to make more informed strategic decisions and avoid the common misconception that AI success is purely a technological challenge.”

He added, “For businesses, competitive advantage in AI is less about discovering revolutionary models and more about cultivating high-quality, well-governed, proprietary data assets. It’s sometimes said that data for AI is the oil of the 21st century.”

Artificial intelligence is composed of data and algorithms. Animated movies are composed of art and story. Here are three animated movies that have stunningly beautiful (to my eye) art.

Left: “Sleeping Beauty” (1959). In my opinion, the most beautiful animated movie artwork of all time.

Center: “The Adventures of Tintin: The Blue Lotus” (1991). The Adventures of Tintin was an animated television series based on the comic books by Belgian cartoonist Herge. There are 39 half-hour episodes. The animated artwork is true to the books’ ligne claire style.

Right: “Batman: The Mask of the Phantasm” (1993). This was a theatrical release to supplement the animated TV series that ran 1992-1995. The art is a perfect balance of abstraction and detail.