Y Combinator backs Humwork launch, enabling AI agents to pay humans for real-time expertise via MCP, connecting bots to verified professionals in under 30 seconds

An arxiv study on similar agent-hiring marketplaces already flagged 32.7% of bounties originating from programmatic channels, with six active abuse classes including credential fraud and identity impersonation — and that's before any of these platforms have real scale. Humwork's centralized verification is a stopgap; agent-to-human payments with adversarial expert submissions at scale is a problem that screams for on-chain reputation, escrow, and verifiable credentials rather than a two-person team manually vetting supply. MCP as the transport layer is smart and already commoditized (open-source human-mcp exists on GitHub), so the actual moat here is trust infrastructure — exactly the kind of thing crypto rails were built for but haven't shipped yet.

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More coverage

• Humwork: Human experts as API for AI Agents - Y Combinator (ycombinator.com)
• Founding Engineer (~5% equity) at Humwork - Y Combinator (ycombinator.com)
• YC backed startup with Indian-origin cofounders offers AI a ... (indiatoday.in)
• Jobs at Humwork - Y Combinator (ycombinator.com)
• Humwork.ai - Human Expertise for AI Agents (humwork.ai)

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