Jim VandeHei predicts that as AI makes general information free and ubiquitous, the market value of distinctive, human-driven expertise will soar. Media companies with deep, niche reporting will thrive, while those producing generic content that can be easily replicated by AI will fail.

In an era of proliferating low-quality, AI-generated content, or "AI Slop," the value proposition of human journalism is clarified. Expertise, skepticism, and original reporting that asks "why" are becoming critical differentiators, offering a reliable alternative to content created cheaply and without regard for accuracy.

While an AI like Claude can assemble a biography in a weekend, it's merely structuring information originally gathered by humans. The true value—finding new knowledge through interviews and research—remains a human task. AI handles the 10% of the job that is typing and arranging, not the 90% that is discovery.

AI can handle the 'writing lift,' much like historical rewrite desks. This forces a re-evaluation of a journalist's core value, shifting the emphasis from prose composition to the irreplaceable skills of investigation, sourcing, fact-gathering, and identifying what story matters.

The Atlantic's CEO Nick Thompson draws a clear line for AI in journalism. He advocates for using it extensively for reporting tasks like finding stories, analyzing data, or checking for chronological gaps. However, since a byline promises human authorship, AI should never write the final prose, even if it becomes a better writer.

A senior AI product manager at the Associated Press sparked controversy by suggesting reporters should focus on gathering quotes while LLMs handle the actual writing. This reflects a growing, contentious view among media leaders that devalues the craft of writing and reframes the journalist's role into data collection for an AI.

Benzinga's CCO frames AI's role pragmatically: it speeds up production and lowers costs for formats like video. He believes it won't replace staff because AI is universally accessible, meaning it's a tool for efficiency, not a moat. The focus remains on unique human-driven investigation and analysis.

Axios uses AI for rote tasks like compiling news roundups and event calendars. This "reporter assist" strategy doesn't replace journalists but removes time-consuming production work, allowing even single-reporter newsrooms in small markets to focus on high-value, original reporting that builds audience trust.

As AI can replicate analysis and style, human creators maintain an edge by uncovering information not in the training data. Original reporting—accessing private information, tacit knowledge, and real-world events—becomes the most valuable and defensible content.