How to develop creative taste is becoming one of the most valuable questions for creators, marketers, and founders. AI can now generate a logo, landing page, campaign concept, song draft, or social post in seconds—but it cannot remove the need for someone to decide whether the result is distinctive, relevant, and worth shipping.
That is the central provocation in the original YouTube video: creation tools are increasingly available to everyone, while aesthetic judgment remains unevenly distributed. The speaker’s answer is encouraging rather than elitist. Taste is not a mystical trait you either inherit or lack; it is a capability built through deliberate exposure, comparison, reflection, and practice.
Why taste matters when content is infinite
For years, digital marketing rewarded speed, volume, and distribution. Teams that could publish more assets, test more messages, and feed more channels often had an advantage. Generative AI intensifies that model by making competent-looking output almost frictionless.
But an abundance of options creates a new bottleneck: selection. A model can produce 30 visual directions or 50 campaign headlines; it cannot reliably supply the cultural context, brand conviction, or editorial standards required to choose the one that feels necessary rather than merely acceptable.
Recent coverage has converged on this idea. Digiday argues that, as generative tools make output plentiful, taste becomes a scarce form of judgment, while an Ad Age opinion piece frames creative taste as a differentiator against AI-driven sameness. Adobe similarly describes taste as the editorial ability to decide what to emphasize, what to remove, and what is genuinely right for the work—not simply polished on first glance.
The issue is bigger than aesthetics. For a startup, taste affects whether a product interface feels trustworthy. For a brand, it determines whether a trend participation feels native or painfully late. For a creator, it shapes the difference between content that resembles the feed and work that earns a distinct audience.
How to develop creative taste: study before you generate
The video’s most useful lesson is its rejection of the “born with it” story. The speaker describes spending long stretches consuming magazines and media, gradually educating his eye, mind, and palate. The point is not to passively scroll more. It is to study with enough attention that you can explain why one piece works better than another.
Treat references as case studies. When you encounter a campaign, website, video, photograph, product, or article that stays with you, pause before moving on. Identify the creative decisions beneath the surface: the composition, pacing, typography, tone, constraint, audience assumption, and point of view.
A simple taste-building practice looks like this:
- Collect references with a purpose. Save examples by problem—onboarding flows, brand launches, B2B homepages, email subject lines, product demos—not just because they look good.
- Write a short diagnosis. Note what the work is trying to make its audience feel, and name two or three choices that support that outcome.
- Compare near-neighbors. Put a strong example beside an average one in the same category. Differences become clearer through contrast.
- Recreate one component. Rebuild a layout, rewrite an ad, or storyboard a video beat to understand the craft decisions involved.
- Make a judgment before checking performance metrics. Engagement can be informative, but it is not a substitute for knowing whether work fits the brand and brief.
This transforms consumption into a feedback loop. Over time, you stop saying “I like it” or “it feels off” and begin articulating what is missing: hierarchy, tension, specificity, restraint, coherence, or a credible reason for existing.
Good taste is not imitation or expensive minimalism
Taste is often misunderstood as having access to fashionable references, premium brands, or a particular “clean” visual style. That definition is too narrow—and it can lead teams to copy the surface features of successful work while missing its logic.
Good taste is contextual judgment. A playful visual identity can be right for a community brand and wrong for a cybersecurity firm. A dense, information-rich product page can outperform a minimal one if the buyer needs confidence, comparisons, and technical proof before taking action.
The test is not whether a piece resembles whatever is currently admired. Ask whether every choice reinforces the intended position. Does the visual system match the promise? Does the copy sound like a person with a point of view? Does the product experience make the brand’s claim believable?
That is why taste requires range. If your entire reference library comes from one design trend, one platform, or one creator cohort, your output will inherit its blind spots. Build a wider input diet across eras, regions, industries, media, and levels of polish. Study classic editorial design alongside niche ecommerce; analyze film trailers, packaging, retail environments, music videos, and software interfaces.
Use AI as a sparring partner, not an autopilot
AI is useful for expanding the option set, accelerating rough drafts, and revealing combinations you might not have considered. But it works best when a human arrives with a standard for what “better” means.
A 2024 Science Advances experiment found that generative-AI ideas could improve the creativity ratings of individual writers’ stories, particularly for less creative writers, while reducing the diversity of stories across the group. That trade-off is a practical warning for teams: AI can help raise a baseline, but uncritical use can pull work toward familiar patterns.
To avoid that convergence, put taste into the workflow at three points:
- Before generation: Give the tool real constraints—audience, emotional target, references, exclusions, brand truths, and the problem to solve.
- During generation: Ask for contrasting directions, not endless variations of the first acceptable answer. Request one safe option, one contrarian option, and one direction rooted in an unexpected reference.
- After generation: Critique outputs against a written rubric. Reject assets that are generic, overdecorated, culturally mismatched, or unclear—even if they appear technically finished.
The goal is not to prove that humans are better at every production task. It is to reserve human attention for the high-value work of framing, distinguishing, editing, and taking responsibility for the final call.
Turn individual taste into a team capability
A founder or creative director with sharp instincts can raise a project’s ceiling, but organizations need shared standards if they want quality to scale. Otherwise, every review becomes a subjective debate, and AI simply multiplies the number of mediocre options people must discuss.
Start with a living taste document rather than a static brand guideline. Include examples of work the team admires, examples it explicitly does not want to emulate, and annotations explaining why. Pair that with a small set of review questions: Is this recognizable as us? Is it clear at a glance? Is there one memorable idea? What would we remove?
Critique should also be specific and safe enough for people to disagree. “Make it better” teaches no one anything. “The visual metaphor is doing too much, and the headline repeats what the image already says” gives a creator an actionable diagnosis.
The advantage is disciplined discernment
The original video’s message lands because it replaces intimidation with agency. You do not need to be born with refined taste, nor do you need to wait for permission to call something mediocre. You need a practice of looking carefully, building references, making comparisons, receiving critique, and repeatedly explaining your choices.
In an AI-heavy creative economy, execution will continue to get faster. That makes discernment more—not less—valuable. Learn how to develop creative taste, and you gain the ability to turn unlimited outputs into work with clarity, character, and a reason to be remembered.