Taste Is the Last Moat: Judgment in the Age of Infinite Output

AI and Work   20 July 2026 · 6 min read

We used to pay for the ability to make things. Writing, design, music, code: the scarcity was in the making, and skill meant you could produce what others could not. That scarcity has evaporated. Anyone can now generate a thousand versions of almost anything in minutes.

Which surfaces the thing that was always underneath, and is now suddenly exposed: when creation is infinite and free, the only scarcity left is knowing which of the thousand versions is the good one. Taste is the last moat.

Why taste got valuable

For most of history, taste and skill were bundled. The person who could make the beautiful thing usually also knew it was beautiful, and you paid for both at once. Tools have now unbundled them. The making is free. The knowing is not.

Anyone can produce output. Very few can look at a hundred outputs and instantly know which one is excellent, which is merely competent, and which is quietly wrong in a way that will matter later. That discrimination, the ability to judge, is what taste is, and it does not come out of a model. It comes from experience, attention, and care.

Taste is not opinion

People confuse taste with preference, but they are different. Preference is what you happen to like. Taste is a trained sense of what is good, honed by exposure, comparison, and the discipline of noticing why one thing works and another does not. It can be developed, but it cannot be downloaded, and that is exactly why it is durable.

The person with taste can direct infinite output toward something excellent. The person without it drowns in options, shipping the first plausible thing, unable to tell that it is forgettable. Same tools. Completely different outcomes.

How to build it

Consume deliberately, not passively. Taste comes from exposure to the best work in a field, studied closely enough to see why it is the best. Fill your attention with excellence and your standards rise to meet it.

Compare relentlessly. Judgment sharpens through contrast. Put two versions side by side and force yourself to articulate why one is better. The articulation is the training.

Develop opinions and test them. Taste that is never expressed never improves. Commit to a view of what is good, put it into the world, and let reality correct you.

Protect your standards. The easiest thing when output is infinite and cheap is to lower the bar, to ship the adequate because it is right there. Taste is partly just refusing to.

The uncomfortable implication

If taste is the moat, then the years spent developing judgment, the reading, the practice, the thousands of small comparisons, are not obsolete in the AI era. They are the whole point. The tools handle the part that was always mechanical. What is left is the part that was always human: knowing what is worth making.

The future will be full of people who can produce anything and have no idea what is worth producing. The rare and valuable person is the opposite: maybe slower to make, but unerring about what is good. In a world of infinite output, that judgment is not a nice-to-have. It is the entire job.

Frequently asked questions

What does taste mean in a professional context?

Taste is a trained sense of what is good, the ability to look at many options and reliably identify which is excellent, which is adequate, and which is subtly flawed. It is judgment honed by exposure and comparison, distinct from personal preference.

Why is taste more valuable now than before?

Because AI made creation infinite and nearly free, which removed the scarcity in making things. What remains scarce is knowing which output is worth keeping. When anyone can produce anything, the person who can judge quality becomes the bottleneck and the differentiator.

Can taste be learned, or is it innate?

It can be developed. Taste grows through deliberate exposure to excellent work, relentless comparison, forming and testing opinions, and refusing to lower your standards. It cannot be downloaded or automated, which is exactly why it is a durable advantage.

How is taste different from preference?

Preference is simply what you like. Taste is a trained judgment of what is good, informed by experience and comparison, that holds up beyond your personal feelings. Preference is passive, taste is cultivated.