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![Emmychidi3 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1378141321970483202.png) KingEmmy [@Emmychidi3](/creator/twitter/Emmychidi3) on x 6089 followers
Created: 2025-07-20 13:15:08 UTC

agent building used to be one of the greatest innovations of our time, but poor data quality killing it. 

@JoinSapien is bringing those lost glory. 

what is Sapien? 

“where humans train AI”… simple! 

the big problem was data going into a blackbox AI

no decentralization
prone to bias 
no human inputs

@JoinSapien then flipped the script

– have real humans train agents
– employ a data foundry system open to all.
– have model builders build agents that reflects global human values instead.

on Sapien,

– tasks reflects human intelligence
– contributors completes these tasks in AI training.
– agents adapts to trained knowledge
– models then evolve to serve their purpose. 
– contributors gets rewarded & builds an on-chain reputation.

task > contributors > sapien foundation > validation > AI learns 

i see @JoinSapien as a scale that prioritizes accuracy, have humans empower agents & not the other way round.

![](https://pbs.twimg.com/media/GwTbEmCWoAAwq3F.jpg)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946921819635687452/c:line.svg)

**Related Topics**
[decentralization](/topic/decentralization)
[coins ai](/topic/coins-ai)

[Post Link](https://x.com/Emmychidi3/status/1946921819635687452)