Speaking of Sapien (@JoinSapien), it indeed has several practical advantages. To put it simply, it's like this:

1. Ordinary people can participate in AI development, it is no longer just the concern of big companies.

In the past, training AI models was done by large companies hiring annotation workers, with a closed process where the workers earned a meager wage while the real value was consumed by the companies.
But Sapien's approach allows anyone to participate in data labeling, model training feedback, and conversation review, and also earn long-term benefits through points and future tokens. In simple terms: you are not a worker, but a partner.

2. The mechanism relies not only on "rolling" but also on "recognition quality".

Many task platforms only look at how much you have done, while Sapien pays more attention to how well you have done it. It will determine whether you can receive more rewards or even higher-level tasks based on your historical ratings, task performance, and community reputation. This will not be as inefficient as simply spamming tasks.

3. The data is on the chain, transparent and traceable.

Everything you do on the platform—completing tasks, earning points, accumulating reputation—will be recorded on the blockchain. This means that the data is public, cannot be tampered with, and avoids the unfairness of centralized platforms "having the final say."

4. Task experience is easier and more gamified than traditional platforms.

It’s not the kind of cold and indifferent task system; it feels like solving problems and playing mini-games. There are daily tasks, leaderboards, and streak rewards for continuous check-ins. For many people, this model provides more motivation to keep going and is not so monotonous.

5. The project is not just a facade; there are real partners and financial support.

Behind it are institutional investors such as Animoca, YGG, and Variant Fund, and it is said that some AI companies have already started using its services, which indicates that it is not just empty talk; there is indeed a market and clients are testing the waters.

@cookiedotfun #SNAPS