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RDDTNYTIn depth · 4/5Save idea

Unique local content commands premium AI licensing

The guest argued that hyper-local, highly specific, and non-replicable content holds far greater licensing value for AI models than commoditized national news.

The argument

Using the example of Reddit and local newspapers, the guest explained that AI companies cannot replicate unique local insights without direct licensing, whereas national news stories can easily be synthesized from alternative sources. This structural shift means unique content databases will command a premium, while generic media outlets will lose bargaining power.

The thesis, stress-tested
✓ What validates it
  • Reddit reporting higher-than-expected data licensing revenue in upcoming earnings
  • AI companies signing direct licensing deals with local newspaper syndicates or hyper-local content networks
▸ Risks discussed
  • AI models finding alternative ways to synthesize local data without direct licensing
  • The overall decline of local journalism infrastructure making content creation unsustainable before licensing revenue kicks in
Hear it yourself
"And so the story of Cloudflare has really been, like, start with this simple idea. How do you put a firewall in the cloud? Make it available to as broad a set of people as possible. Have a series of problems that that then creates and then solve those problems for ourselves. And then it turns out, you know, if you're building, you know, whether it's an AI company today where 80% of the the major AI companies and labs are are customers of ours, you know, in the in the crypto space, almost a 100% of the crypto space uses CloudFlare today. And then across, you know, from"
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