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Saved February 14, 2026
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Cloudflare has acquired Human Native, an AI data marketplace that converts multimedia content into structured, searchable data. This move aims to enhance the quality of data used in AI development, allowing better control and compensation for content creators. The partnership also focuses on new economic models for the Internet that support machine-to-machine transactions.
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Cloudflare has acquired Human Native, a UK-based AI data marketplace that focuses on transforming multimedia content into searchable and structured data. Human Native's technology helps AI developers access high-quality, licensed data, which can significantly improve AI performance. For example, a UK video AI company discarded its previous training data in favor of Human Native's offerings, leading to better results. This acquisition hints at a potential shift in how the Internet's economic model could adapt to the demands of generative AI, emphasizing fair compensation and credit for content creators.
The article highlights the challenges facing the current economic model of the Internet, where creators often struggle with how their content is used by AI systems. Cloudflare aims to address this through tools like AI Crawl Control and Pay Per Crawl, allowing content owners to decide when and how their material is accessed. With Human Native's expertise, Cloudflare plans to enhance its tools, making it easier for developers to obtain structured data rather than relying on traditional, messy crawling methods.
Cloudflare is also investing in the x402 Foundation, in collaboration with Coinbase, to facilitate machine-to-machine transactions for digital resources. This initiative seeks to create protocols that enable direct transactions between automated systems, rather than relying solely on human-driven processes. The integration of Human Native into Cloudflare is expected to accelerate the development of new economic models for the Internet, particularly in the context of AI and content utilization.
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