When OpenAI delayed the development of GPT-5 due to data quality latency, @JoinSapien was gamifying annotation tasks (such as marking tumor locations and 3D autonomous driving scenarios), with 410,000 users worldwide contributing an average of 290TB of high-quality data daily via their mobile phones – equivalent to 1.5 Wikipedias.

Sapien has designed a sophisticated token closed loop: stake SPN → accept tasks → earn tokens → re-stake. 53% of the tokens belong to the community, while 47% belong to the team/investors and are locked for 3 years.

The invitation mechanism of Sapien is also different from traditional ones; rewards do not depend on the number of registrations but rather on the output quality of the invitees. High-reputation users review newcomer tasks, while low-quality contributors face token confiscation and downgrading.

Sapien also builds a decentralized governance framework, where $SAPIEN holders vote to decide on protocol upgrades, with active voters reaching 1.2 million by 2025.

Sapien is horizontally expanding into financial text and multimodal video annotation (collaborating with Midjourney to optimize AIGC), while vertically integrating the Babylon Bitcoin staking protocol to provide a decentralized security layer for data assets.

From data annotation to human-machine collaborative operating systems, Sapien activates global intellectual productivity with AI era's "data alchemy."

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