I just finished reading @DAO Labs new article on validation in SocialFi, and it explained something I've personally felt but never had the words for.
Here's the simple version of what stood out to me: most platforms only check if you did something.
They don't check if what you did actually mattered. That's "proof of activity." DAO Labs is trying to reward "proof of work" instead, meaning real value, not just completed checkboxes.
I can speak to this from my own experience doing social mining with @DAO Labs .
There were times I improved my content, put in real research and effort, and it paid off, my work got recognized the way it should have.
But there were also times I put in just as much effort, maybe more, and it didn't get the same recognition.
Honestly, that used to bother me. But after reading this article, it started making more sense.
@DAO Labs doesn't just check "did you complete the task." They run contributions through 3 stages before anything is rewarded:
PEOPLE CHECK (P2P VALIDATION), Real community members review your work, not just a bot scanning for keywords.
This matters because a human can tell when something is rushed vs when it's genuine.
QUALITY CHECK: Is it original? Did you put real thought into it, or did you just copy something and move on?
RESULTS CHECK: Did it actually do anything? Did it help the project, spark real conversation, or just add to the noise?
This made me rethink how I approach contributing.
Posting often doesn't mean much if the content has no depth.
Someone who posts once with real insight can matter more than someone who posts ten times with nothing new to say.
That's the gap between farming engagement and actually building value.
Validation like this protects genuine contributors. It also makes low-effort work harder to hide behind numbers. #SocialMining works best when it rewards people who actually put in work, not just people who stay busy.
Article here: https://dao-labs.com/posts/proof-of-work-and-retainability-in-socialfi-what-real-validation-looks-like-part-1
#Web3
Here's the simple version of what stood out to me: most platforms only check if you did something.
They don't check if what you did actually mattered. That's "proof of activity." DAO Labs is trying to reward "proof of work" instead, meaning real value, not just completed checkboxes.
I can speak to this from my own experience doing social mining with @DAO Labs .
There were times I improved my content, put in real research and effort, and it paid off, my work got recognized the way it should have.
But there were also times I put in just as much effort, maybe more, and it didn't get the same recognition.
Honestly, that used to bother me. But after reading this article, it started making more sense.
@DAO Labs doesn't just check "did you complete the task." They run contributions through 3 stages before anything is rewarded:
PEOPLE CHECK (P2P VALIDATION), Real community members review your work, not just a bot scanning for keywords.
This matters because a human can tell when something is rushed vs when it's genuine.
QUALITY CHECK: Is it original? Did you put real thought into it, or did you just copy something and move on?
RESULTS CHECK: Did it actually do anything? Did it help the project, spark real conversation, or just add to the noise?
This made me rethink how I approach contributing.
Posting often doesn't mean much if the content has no depth.
Someone who posts once with real insight can matter more than someone who posts ten times with nothing new to say.
That's the gap between farming engagement and actually building value.
Validation like this protects genuine contributors. It also makes low-effort work harder to hide behind numbers. #SocialMining works best when it rewards people who actually put in work, not just people who stay busy.
Article here: https://dao-labs.com/posts/proof-of-work-and-retainability-in-socialfi-what-real-validation-looks-like-part-1
#Web3