[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]  Raffy Manuel [@RaeBitWhiz](/creator/twitter/RaeBitWhiz) on x 6441 followers Created: 2025-07-25 15:07:29 UTC Proof of stake taught crypto how to reward good behavior and slash the rest > The same game theory can keep human data clean > AI firms cannot afford mislabeled edge cases > Contributors need fast settlement and visible credit @JoinSapien applies that logic with $SAPIEN as contributors lock stake on tasks, peers check the output, and rewards or slashes execute on chain, so the token governs payouts, quality assurance, and long term reputation in one loop Protocols that treat tokens as coordination engines will set the standard for open AI data markets, and $SAPIEN is already running that loop at scale #JoinSapien #CookieSnaps  XXXXX engagements  **Related Topics** [token](/topic/token) [$sapien](/topic/$sapien) [coins ai](/topic/coins-ai) [Post Link](https://x.com/RaeBitWhiz/status/1948762030799745039)
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
Raffy Manuel @RaeBitWhiz on x 6441 followers
Created: 2025-07-25 15:07:29 UTC
Proof of stake taught crypto how to reward good behavior and slash the rest
The same game theory can keep human data clean AI firms cannot afford mislabeled edge cases Contributors need fast settlement and visible credit
@JoinSapien applies that logic with $SAPIEN as contributors lock stake on tasks, peers check the output, and rewards or slashes execute on chain, so the token governs payouts, quality assurance, and long term reputation in one loop
Protocols that treat tokens as coordination engines will set the standard for open AI data markets, and $SAPIEN is already running that loop at scale
#JoinSapien #CookieSnaps
XXXXX engagements
