AI Slop Is Everywhere. Good Judgment Is the New Competitive Advantage.

AI has made it easier than ever to produce more—more emails, more reports, more presentations, more ideas, more copy, more analysis.

That does not necessarily mean we should.

As AI becomes a standard workplace tool, the competitive advantage is shifting away from how much you can produce and toward how well you can judge what is worth producing in the first place.

For fashion professionals, that distinction matters. AI can generate dozens of trend concepts, rewrite a merchandising presentation, summarize sales data, draft a sourcing email or produce pages of marketing copy in seconds. But volume is not the same as value.

The strongest professionals will learn to think first and use AI second.

Start With Your Point of View

Before opening ChatGPT, Claude or another AI tool, ask yourself: What do I actually think?

Your experience with a customer, retailer, category, vendor or market is more valuable than generic information an AI can produce. If you have proprietary sales data, firsthand observations or a strong professional opinion, start there.

AI should help you communicate your thinking—not replace it.

Make Every Sentence Work

AI has a tendency to over-explain. So do people when AI makes writing effortless.

Whether you are preparing an email for your boss, a presentation for senior management or a proposal for a client, every sentence should have a purpose. If a paragraph does not add information, clarify an idea or move the discussion forward, remove it.

The ability to edit may become just as important as the ability to prompt.

Don’t Confuse Effort With Output

There is also a simple test for AI-generated work: if it takes your coworker ten minutes to read something that you spent thirty seconds generating, you may have transferred your workload to them.

That is not productivity.

AI should make communication clearer, faster and more useful for everyone involved.

Cut Ruthlessly

When AI gives you a page, see if you can make it half a page. When it gives you ten ideas, identify the three worth discussing.

In many cases, cutting AI-generated material by 50% to 75% will make it considerably stronger.

The workplace of the future will not reward the person who generates the most AI content.

It will reward the person who knows what matters, what doesn’t, and when enough is enough.