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[The Fight for Authenticity: Establishing a 'Human-Made' Standard in the Age of AI]-[It's come to this: Human certification in the age of AI slop]

The Indicator from Planet Money · B1 · 2026-05-20

nprBusiness
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📋 Summary

The Fight for Authenticity: Establishing a 'Human-Made' Standard in the Age of AI

The Catalyst: From Novelist to Tech Architect

Ned Hayes, a novelist and former developer at Adobe, Microsoft, and Intel, found himself at a crossroads during a reading of his book, The Eagle Tree. When an audience member suggested that a chatbot could easily replicate his years of creative labor, Hayes realized that the essence of art—the "journey," the "backstory," and the "love of writing"—was being threatened by the rise of automated content. He saw this not just as a creative crisis, but as a technical challenge reminiscent of the mid-1990s, when the internet lacked the "common language" of standards like XML.

Establishing the "Seal of Humanness"

Drawing on his experience in tech standards, Hayes founded Human Intelligence. His goal was to create a "seal of humanness," functioning like a "fair trade label or an organic label" to help consumers distinguish between genuine human effort and what the podcast describes as "AI slop"—a term for low-quality, automated content that smells like "rancid aluminum foil."

Unlike superficial AI detectors that scan for specific linguistic patterns like "M dashes" or common chatbot phrasing, Hayes's system goes deeper. It leverages the reality that modern tools like Google Docs are "surveilling every keystroke." By analyzing the metadata and revision history of a manuscript, Human Intelligence looks for evidence of the creative process, checking for "suspiciously pasted 800 words of workmanlike yet beige prose" that would indicate AI generation.

The Artist’s Perspective: Agency and Value

High-profile artists like Corin Tucker of Sleater-Kinney have embraced this certification. For Tucker, the distinction between human creation and AI output is a "no-brainer." She argues that without such agency, art risks being "controlled by a small number of people in Silicon Valley." By attesting to their work under "penalty of perjury" and submitting evidence such as "scrawled lyrics, early demos, and the final mix," artists can earn a capital "H" logo, signaling their authenticity to the market.

The Economic and Cultural Implications

There is a growing consensus among audiences that they value human-made work. In an informal poll conducted by the hosts in Toronto, an "overwhelming" number of attendees indicated they would pay less for content known to be AI-generated. This market demand validates the business model of Human Intelligence, where artists pay a fee to be verified, hoping that the "H" symbol will allow their work to "fetch a higher price."

Conclusion: The Future of Verification

While the success of Human Intelligence is not yet guaranteed—with competitors like the Authors Guild developing their own standards—the movement highlights a significant shift. Artists are increasingly forced to bear the cost, both in "money and time," to prove their humanity. As the hosts discovered when they submitted their own episode for verification, the process requires transparency of raw materials and drafts. Ultimately, as Ned Hayes notes, the rise of AI has sparked a necessary conversation, and for those who value the human journey behind a piece of art, the fight to label it is only just beginning.

🎯Key Sentences

1
I could probably push a button and create a novel this good.
2
Saying a chatbot could write a book misses the point of art.
3
Ned is a bit of a Renaissance man.
4
from A to Z, from soup to nuts
5
So Ned and his team went on a publicity spree.
Expand All

📝Key Phrases

1
miss the point of
2
mull over
3
from soup to nuts
4
stand out
5
go a level deeper
Expand All

📖 Transcript

NPR.
Ned Hayes is a novelist.
He's written eight books.
And a few years ago, he was reading to a book group in Portland, Oregon.
Ned was narrating his novel he had labored over, The Eagle Tree.
And someone at the reading said well, you know, I could probably push a button and create a novel this good.

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