Pi Network has completed more than 526 million human verification tasks through a distributed workforce of more than 1 million identity-verified participants, the project announced this week, positioning itself as one of the largest verified human labor networks in the world at a time when demand for this type of infrastructure is rapidly accelerating.
The work has been carried out Outside as part of Pi’s habitat KYC system, with validators paid directly in Pi tokens for completing verification tasks. The result is a network that has been able to verify the authenticity of more than 18 million people in more than 200 countries and regions, combining AI automation and human judgment in a way that most identity verification systems cannot replicate at scale.
Why does artificial intelligence matter?
Building reliable AI is not just a computational problem. Human judgment remains important to improve outcomes, detect errors, resolve ambiguities, and ensure that AI systems reflect true human preferences rather than shortcuts.
The challenge for AI companies is that building this type of human-input network from scratch is expensive, slow, and operationally complex.
“Non-human augmentation and machine training methods often optimize agents rather than real human preferences, can be vulnerable to reward hacking, and struggle to fully capture the nuance, legitimacy, and judgment of real-world human beings,” Pi Network’s blog explained.
Pai says she has already built the solution. A KYC-verified global workforce that has clearly completed half a billion tasks is not a proposition. It’s a proven track record.
Payment feature
Paying millions of contributors across different countries in traditional currencies is expensive and complex. The Pi blockchain infrastructure reduces cross-border friction, eliminates brokerage fees, and eliminates setup burden since shareholders already own active Pi wallets.
The project is also developing the Pi Launchpad, currently in testing, which will allow companies to pay contributors with their tokens instead of cash, turning compensation into a user acquisition tool rather than just a pure operating cost.
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