AI Can Generate Content. Human Judgment Determines What Happens Next
AI has become a powerful part of the content process for many organizations. I use it myself to make the work better or more efficient, but I don’t turn over the thinking, editorial judgment, or responsibility for the final result to a machine.
Whether I’m improving AI-generated content, using AI as part of the writing process, evaluating what it produces, or advising an organization on how AI can be used, the principle is the same: AI is a tool. An experienced human remains ultimately responsible for the published work.
What AI Changes — and What It Doesn’t
AI has made producing content faster, easier, and cheaper. But the hard questions haven’t changed:
AI has made producing content faster, easier, and cheaper. But the hard questions haven’t changed:
What is worth saying? Who needs to hear it? Will they believe it? What will they get out of it?
AI can generate a polished draft in seconds. It cannot take responsibility for whether the information is accurate, the thinking is sound, the voice is authentic, the argument is credible, or the communication serves the organization and its audience.
That responsibility still belongs to humans.
The challenge, then, isn’t simply knowing how to use AI to create content. It’s knowing when to use it, when to question it, what to change, what to add, and what to reject. Ultimately, it’s knowing whether the content is factually accurate, presents something new, and meets brand and legal standards. And it’s knowing whether you’re willing to put your name or your organization’s name on it.
The tools have changed. The responsibility hasn’t. Using AI well isn’t about giving the machine more responsibility. It’s about applying better human judgment to what the machine makes possible.
How I Help
AI can play different roles in the content process. My role is to make sure experienced human judgment remains in charge of the work.
AI Content Editing & Humanization
I take AI-generated drafts and make sure they are factually accurate, credible, clear, distinctive, and genuinely human. This involves improving the writing, strengthening the thinking, protecting brand voice, and making sure the finished content is ready to publish.
AI-Assisted Writing
I use AI selectively as part of my own writing process when it can help with research, exploration, organization, or drafting. The thinking, editorial decisions, writing, fact-checking, rewriting, and final responsibility remain with me.
Content Evaluation
I evaluate AI-generated or AI-assisted content before it is published. I identify factual problems, weak or generic thinking, unsupported claims, voice and credibility issues, missing context, and other problems that require experienced human attention.
Editorial Strategy
I help organizations determine how AI can fit intelligently into their content operations — where it can add value, where experienced human involvement is essential, and how to maintain quality, consistency, credibility, and brand standards.
AI Content Governance & Advisory
I advise organizations on the principles, standards, responsibilities, and human oversight needed to use AI responsibly in the content process. This includes who should review what AI produces, what needs to be verified, and what standards should be met before any AI content is published.
How I Approach AI-Assisted Work
The human stays in charge.
I never start with the assumption that AI must be used. I start with the assignment. What are we trying to accomplish? Who is the audience? What needs to be communicated? What does the organization know or believe is worth saying? And where, if anywhere, can AI make the work better or more efficient?
If AI is part of the writing process, I treat that AI-generated text as a first draft. Like any first draft, it is only the first step toward publishable material. It must be reviewed and evaluated. I check facts, question assumptions, challenge generic thinking, and look for what is missing. I also determine whether the language, voice, and argument are right for the organization and its audience.
AI-generated text always needs rewriting. I decide what to keep, what to change, what to add, and what to discard. Sometimes it means going back to the source material, doing additional research, or developing the thinking further.
And sometimes the right decision is to start over — to go back to the drawing board.
The standard isn’t whether the content sounds polished or whether anyone can tell AI was involved. The standard is whether the finished work is accurate, credible, distinctive, worthy of the organization publishing it, and useful to its intended audience.
AI can contribute to the process. Human judgment determines the result.
Experience & Proof
AI is new. The judgment I bring to it isn’t.
I’ve spent more than four decades writing, editing, and making communications decisions as a journalist, writer, editor, and senior public relations executive. I was a senior vice president in the consumer and technology practices at Edelman, where I also served as the first Head of Edelman Editorial. I was also a senior vice president in the technology practice at Ruder Finn.
Long before generative AI, my work as a writer required the same kinds of judgments I apply to AI-assisted writing today: Is this something worth saying? Is the information accurate? Is the thinking sound? Is the argument credible? Does the writing reflect the right voice? Will it connect with its audience? And should it be published?
AI has changed how content can be produced, but it hasn’t changed the need for experienced writers to answer those questions.
Today, I apply that experience to both human-written and AI-assisted content by combining the discipline of a journalist, the judgment of an editor, and the business understanding of a senior communications executive.
“Randy’s combination of qualities is rare in his industry. He is a first-class strategic thinker who also has a strong orientation to detail and follow through.”
— Steve Dunlop, Executive Communications Trainer & News Industry Veteran
“Randy helps writers combine the best qualities of AI (and avoid the worst) with the indispensable qualities that make the best writing uniquely human — and readable.”
– Charlie Paikert, Contributing Reporter at Barron’s Advisor; U.S. Correspondent, Family Wealth Report; Contributing Writer, CityWire RIA
Related Insight
The Human Content Editor Makes AI Content Worth Reading
AI can help make creating content both faster and more efficient. But the experienced human writer or AI content editor brings the thinking, judgment, and perspective that make the finished work worth reading.
Let’s Talk
Using AI for content but want experienced human judgment in charge of the result?
If you’re using AI to create, improve, or evaluate content — or deciding how AI should fit into your organization’s content process — let’s start with what you’re trying to accomplish.