📝 Hello everyone, I am 𝟏𝟎, welcome back to the #BlockchainDevelopmentHistory project research series. Today, we will focus on (Sapien).

The heat of AI in the past two years needs no further explanation, as various AI tools are emerging endlessly. AI is indeed smart, but the real goldmine is data. Sapien brings data labeling on-chain, allowing people to earn while playing and accumulate reputation.

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1. Project Overview

Sapien is a decentralized data minting factory that allows anyone in the world to participate in the training of AI models and ensures data quality and fair returns through on-chain incentive mechanisms.

You stake $SAPIEN tokens as collateral to receive AI data tasks. High-quality completion of tasks earns 80% USDC + 20% $SAPIEN as rewards. The better the performance, the higher the staking multiplier, and the greater the rewards. If performance is poor, up to 100% can be deducted directly from the stake.

This model ensures that the data is authentic and reliable, allowing participants to earn money while enjoying the potential appreciation of tokens.

2. Core Gameplay and Mechanisms

1. Proof of Quality (PoQ) mechanism

▌ Peer verification according to levels: Trainee -> Contributor -> Expert -> Master.

▌ If the task quality is high, you can be promoted; messing around does not mean no payment, but rather a direct deduction from the staked tokens.

▌ Reputation is tied to rewards and can be used across platforms.

2. Gamified Experience

▌ Different levels unlock different types of tasks and rewards.

▌ Reviewing others' tasks can also earn additional review fees.

▌ Reach Master, not only the highest income, but also the governance rights of the platform.

3. On-chain reputation assets

▌ All contribution records are stored on-chain, forming a decentralized resume.

▌ Future DeFi/AI protocols can directly access your reputation data.

▌ You can continue your reputation and level without switching platforms, never having to start from scratch.

3. Three Major Highlights

Get rid of the contractor model; traditional Scale AI and Toloka essentially have the platform taking the meat while the workers drink the soup. In Sapien, you are both a staker and a shareholder of the platform, with long-term profit potential.

Relying on the Proof of Quality (PoQ) mechanism, data accuracy can be stabilized above 99%, and leveraging a global network effect covering over 70 countries and 1.5 million users to build a high-quality moat.

In terms of compliance and traceability, Sapien meets GDPR and HIPAA standards, with partners including industry giants like Amazon, Toyota, Midjourney, Alibaba, etc., and collaborating with OpenLedger to achieve verifiable and attributable data.

4. Token Economics and Participation Opportunities

▌ Total supply: 1 billion $SAPIEN, with no inflation.

▌ Initial circulation: 25% (250 million tokens).

▌ Uses: task access, reward bonuses, governance voting, on-chain reputation binding.

▌ Airdrop: 13% of the total supply is allocated for airdrops, and participants in the SNAPS event can share 0.5%.

▌ Currently, the Sapien official website progress bar has reached 90%, and the community generally expects the TGE in August, with the airdrop of the SNAPS event fully unlocked at TGE.

#SapienEmpower #Web3Data #Web3AI