Expertise Is Becoming Cheaper. Judgment Is Becoming Priceless.
By Dr. Trudy Beerman, DSL — Published June 9, 2026
Why the AI era is changing what makes professionals valuable.
Artificial intelligence is creating one of the most significant shifts in professional value that many experts have yet to fully appreciate.
For generations, expertise was largely defined by access to knowledge.
- The attorney who knew the law.
- The consultant who knew the framework.
- The physician who knew the diagnosis.
- The coach who knew the process.
Knowledge created barriers to entry. It took years of study, experience, and exposure to acquire information that others simply did not have.
Today, that barrier is rapidly disappearing.
AI systems are trained on vast amounts of human knowledge. They can summarize research, explain concepts, compare options, and provide guidance in seconds. Increasingly, organizations are using AI to capture the best practices of top performers and distribute those insights to less experienced workers.
This is not merely theoretical. Research from Erik Brynjolfsson, Danielle Li, and Lindsey Raymond found that generative AI assistance increased customer support productivity, with the greatest gains accruing to less experienced and lower-skill workers. The researchers concluded that AI may disseminate the best practices of more able workers and help newer workers move down the experience curve faster. NBER | Stanford Graduate School of Business
In many industries, what once took years to learn can now be delivered almost instantly.
Some view this as the death of expertise.
I see it differently.
Knowledge Is No Longer Enough
The value of expertise is not disappearing; the value of stored knowledge is.
Knowledge can be documented; it can be shared. Knowledge can be trained into a model and distributed at scale.
What cannot be easily transferred is judgment.
Judgment is the ability to assess unique situations, recognize nuances, weigh competing priorities, and make decisions when there is no perfect answer. The most valuable professionals of the next decade will not simply be those who know the most. They will be those who consistently demonstrate sound judgment.
Experience Creates Context
AI can identify patterns.
Experienced professionals understand consequences.
A leadership coach who has worked through organizational crises possesses context that goes beyond a leadership textbook.
A business owner who has survived economic downturns understands challenges that may never appear in a case study.
A physician who has treated thousands of patients recognizes subtleties that are difficult to capture in a protocol.
Context is often what transforms information into wisdom. This distinction matters because people rarely hire professionals simply for information. They hire them for their confidence in applying that information.
Trust Becomes the New Currency
As information becomes abundant, trust becomes increasingly important. The internet already provides access to more information than any previous generation could imagine. AI is accelerating that trend.
Google’s own guidance emphasizes helpful, reliable, people-first content and highlights experience, expertise, authoritativeness, and trust as important ways to evaluate content quality. Google Search Central | Google Search Central on E-E-A-T
The challenge is no longer finding answers. The challenge is determining which answers, and which people, deserve trust. This is why reputation, visibility, credibility, and demonstrated experience continue to matter.
- Credentials matter.
- Track records matter.
- Testimonials matter.
- Published work matters.
- Media appearances matter.
Not because they prove perfection, but because they create confidence.
Original Thinking Will Matter More
Many professionals spend their careers applying existing ideas. A smaller group of experts develops new frameworks, concepts, and approaches.
The AI era may increase the value of original thinking.
Dr. Trudy's Takeaway
Knowledge used to be a competitive advantage.
Today, knowledge is increasingly accessible to everyone.
The professionals who stand out will not be those who simply possess expertise. They will be those whose judgment, experience, credibility, and wisdom make them the preferred choice among many capable alternatives.
The future belongs not merely to experts. It belongs to trusted authorities.