Where Human Labeling Fits in the Pipeline

AI agents are already paying humans for their data and 3.5 million people are earning from it.

In AI Supercycle episode 5, we sit down with Jordan Gray, co-founder of Public AI, to discuss how the AI economy creates new income streams for humans and why your data is more valuable than you think.

We discuss:

- Why Your Data Is More Valuable Than You Think

- How 3.5M Users Are Already Earning From AI

- The Coming Era of AI Agents Requesting Human Data

- MCP: The Protocol Letting Agents Talk to Each Other

- Why Decentralized Data Markets Will Win

- Where AI Agents Will Source Their Training Data

Timestamps

00:00 Intro

00:52 AI Supercycle or Bubble? (Where We Really Are)

02:49 The Future of Work & Labor Markets in the AI Era

04:59 How Public AI Pays Users for Their Data

08:14 Privacy in the AI Era (Can It Actually Exist?)

11:25 Data Labeling & Pipeline Infrastructure (The Hidden Economy)

16:51 Hibachi Ad, 17:00 Relay Ad, Talus Ad

17:33 Human-in-the-Loop Explained (Why AI Still Needs You)

19:42 Data Governance & Token Ownership (Who Really Owns Your Data?)

23:02 Why Public AI Chose NEAR Protocol (The Technical Decision)

27:13 Alvara Ad, Enso Ad

27:37 AI Economy & Machine Payments (How Agents Will Transact)

31:44 MCP: Model Context Protocol Explained (The AI Communication Standard)

35:15 Agents Prompting Humans, Not Vice Versa (The Role Reversal)

37:06 AI Agent Coins & VTuber Experiments (Where Culture Meets Tech)

38:58 Bullish on Data, Bearish on Commodities (Investment Thesis)

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𝗗𝗜𝗦𝗖𝗟𝗔𝗜𝗠𝗘𝗥: 𝘐𝘯𝘷𝘦𝘴𝘵𝘪𝘯𝘨 𝘪𝘯 𝘤𝘳𝘺𝘱𝘵𝘰𝘤𝘶𝘳𝘳𝘦𝘯𝘤𝘺 𝘢𝘯𝘥 𝘋𝘦𝘍𝘪 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮𝘴 𝘤𝘰𝘮𝘦𝘴 𝘸𝘪𝘵𝘩 𝘪𝘯𝘩𝘦𝘳𝘦𝘯𝘵 𝘳𝘪𝘴𝘬𝘴 𝘪𝘯𝘤𝘭𝘶𝘥𝘪𝘯𝘨 𝘵𝘦𝘤𝘩𝘯𝘪𝘤𝘢𝘭 𝘳𝘪𝘴𝘬, 𝘩𝘶𝘮𝘢𝘯 𝘦𝘳𝘳𝘰𝘳, 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮 𝘧𝘢𝘪𝘭𝘶𝘳𝘦 𝘢𝘯𝘥 𝘮𝘰𝘳𝘦. 𝘈𝘵 𝘤𝘦𝘳𝘵𝘢𝘪𝘯 𝘱𝘰𝘪𝘯𝘵𝘴 𝘵𝘩𝘳𝘰𝘶𝘨𝘩𝘰𝘶𝘵 𝘵𝘩𝘪𝘴 𝘤𝘩𝘢𝘯𝘯𝘦𝘭, 𝘸𝘦 𝘮𝘢𝘺 𝘦𝘢𝘳𝘯 𝘢 𝘤𝘰𝘮𝘮𝘪𝘴𝘴𝘪𝘰𝘯 𝘰𝘳 𝘧𝘦𝘦 𝘢𝘴 𝘢 𝘴𝘱𝘰𝘯𝘴𝘰𝘳𝘴𝘩𝘪𝘱, 𝘪𝘧 𝘵𝘩𝘪𝘴 𝘪𝘴 𝘵𝘩𝘦 𝘤𝘢𝘴𝘦 𝘸𝘦 𝘸𝘪𝘭𝘭 𝘢𝘭𝘸𝘢𝘺𝘴 𝘮𝘢𝘬𝘦 𝘴𝘶𝘳𝘦 𝘪𝘵 𝘪𝘴 𝘤𝘭𝘦𝘢𝘳. 𝘞𝘦 𝘢𝘳𝘦 𝘴𝘵𝘳𝘪𝘤𝘵𝘭𝘺 𝘢𝘯 𝘦𝘥𝘶𝘤𝘢𝘵𝘪𝘰𝘯𝘢𝘭 𝘤𝘰𝘯𝘵𝘦𝘯𝘵 𝘱𝘭𝘢𝘵𝘧𝘰𝘳𝘮, 𝘯𝘰𝘵𝘩𝘪𝘯𝘨 𝘸𝘦 𝘰𝘧𝘧𝘦𝘳 𝘪𝘴 𝘧𝘪𝘯𝘢𝘯𝘤𝘪𝘢𝘭 𝘢𝘥𝘷𝘪𝘤𝘦. 𝘞𝘦 𝘢𝘳𝘦 𝘯𝘰𝘵 𝘱𝘳𝘰𝘧𝘦𝘴𝘴𝘪𝘰𝘯𝘢𝘭𝘴 𝘰𝘳 𝘭𝘪𝘤𝘦𝘯𝘴𝘦𝘥 𝘢𝘥𝘷𝘪𝘴𝘰𝘳𝘴.