Liberal Arts × AI × Management — Why Education is Now a Competitive Weapon

The Quality of Your Questions Determines the Quality of AI

In the era of AI, the most scarce resource is not computing power—it is the quality of the questions we ask.

If you ask ChatGPT "how to increase sales," you will receive a generic answer. But if you ask, "how might contemporary digital platforms inherit the social functions once served by 18th-century coffeehouses?" you initiate a dialogue on an entirely different level.

Where does the difference in the quality of these questions come from? It comes from the liberal arts.

Education is Not Just "Decoration"

In Japan, there is a tendency to consume education as "useful business trivia"—anecdotes from history, philosophical maxims, or knowledge of wine. However, that is not the true function of the liberal arts.

The power of the liberal arts lies in three areas:

1. The power to elevate the quality of questions — driven by philosophy.
2. The power to provide imagination across time horizons — driven by history.
3. The power to deepen the understanding of humanity — driven by the humanities.

Technology and business models should be built upon these three foundations. Not the other way around.

The Role of Education in an AI-Driven Organization

When building an AI-driven organization, many companies start with "which tools should we implement?" But the essential question is: "what should this organization think about, what should it ask, and what should it decide?"

AI does not replace human thought; instead, it reveals just how shallow our thinking has been.

Education is the means to recover that depth. Now that AI has taken over the "how," all that remains for humans is the "what" and the "why." The ability to formulate those questions is the true essence of the liberal arts.