Trust, but verify: Leading in the age of AI overconfidence

“ChatGPT can make mistakes. Check important info.” 

How many times have you seen that message? More importantly, how many times have you actually stopped to consider what it means? 

No doubt you’ve noticed it—along with millions of others who now rely on AI for everything from planning product launches and rewriting emails to turning their beloved pets into cartoons. 

The adoption speed has been remarkable. In just a few years, AI has gone from a buzzword to a daily fixture in countless workplaces. And for many, it’s already hard to remember what work looked like without it. 

Like anything that makes life easier, it’s easy to see why it caught on so quickly. What’s harder to see (and easier to forget), though, is how quickly we’ve tuned out “can make mistakes.” 

That’s why business leaders must be deliberate about how they integrate AI into their operations and clear about where human judgment must lead. 

SPEED AND THE ILLUSION OF INTELLIGENCE 

AI’s value is undeniable. It can summarize meetings, analyze data, write copy, solve coding problems, create images, and so much more. That amounts to real progress, unlocking hours that can be focused on more creative and strategic work. 

But as AI becomes increasingly embedded in our lives, and its “work” becomes better and better, it also becomes easier to overestimate what it can do. Part of that stems from fear. If we believe it can replace us, we start to believe it can think like us. 

We need to be clear-eyed: AI does not actually think. Not yet, anyway. It predicts what words are likely to come next. It’s a mirror into the ideas, concepts, and content that already exist in the world. 

When we forget that, we stop questioning. We assume that because something sounds “smart,” it is smart. And that’s where mistakes begin. 

WHY HUMAN JUDGMENT WILL ALWAYS BE A DIFFERENTIATOR 

The more powerful AI becomes (and it will!), the more tempting it will be to pass off not just the underlying tasks, but also the reasoning behind them. 

If judgment were as simple as analyzing data and making a decision based solely on that, we’d be in trouble. The reality, however, is that judgment requires interpretation, empathy, and lived experience. 

As a communications professional of nearly 20 years, it’s easy for me to imagine how badly AI overreliance could go wrong.  

Picture a company embroiled in a public controversy. Rather than consulting with someone who has years of experience navigating corporate crises, the in-house team turns to AI for a statement. Absent context or emotional intelligence, even a well-phrased message can make a bad situation worse. Not to mention those excessive em dashes in the company statement will be an obvious flag to anyone who’s read copy drafted by AI. 

It’s not just outlier events, either. Every day, business leaders must decide how to communicate sensitive changes, interpret market signals, and navigate nuanced situations, all of which require perspective. 

AI can tell you what’s been said or done before, in whatever format you want—and what a useful tool that is alone. It can surface information, make suggestions, and help speed execution, but human oversight will always be crucial. What if the right course of action based on a lifetime of experience is to take an approach that’s never been done before? If we can only look back and use that intel to inform decisions, how do we truly evolve? 

BUILD A “TRUST, BUT VERIFY” CULTURE 

AI is the first technological innovation that appears to possess true intelligence, which makes maintaining a healthy dose of skepticism essential. 

“Trust, but verify” isn’t about second-guessing technology, it’s about recognizing how AI can make our lives easier and more efficient without losing what makes us unique: Our lived experience. 
 
That starts with everyday habits. Remember, AI is a starting point, not the finished product. Encourage your team to ask: Does this sound right to me? Would I stand by this if my name was attached to it?  

Whether verifying facts and stats, confirming sources, or reviewing tone and feel, these actions prevent speed from turning into sloppiness. 

As leaders, we must set the tone. By framing AI as a tool for making us more efficient—not a replacement for human judgment—we reinforce what will always drive great work: judgment, creativity, and accountability. 

Grace Keith Rodriguez is CEO of Caliber Corporate Advisers. 

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