devameer
97.6K posts

devameer
@devameer0
exploring every narrative | content
Everywhere انضم Eylül 2019
3.4K يتبع6.7K المتابعون

Hi CT
I have set a new welcome note in our Community
Can someone please 🙏 join our Telegram and test it for us
All welcome !!
t.me/OrangeCatTikTok
/savewelcome 🟧🐱 Welcome to Orange Cat CTO 🎉🟠🐈
He’s orange. He’s a cat.
And he’s taking over. 🐱🔥
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No one knows what he’s gonna do next…
🚀 This is the memecoin for ALL Orange Cat creators.
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Gn CT… been tapping into River and yeah this one’s lowkey printing
$RIVER campaign by @RiverdotInc is just rewarding people for showing up and posting
simple consistency and you’re already ahead
feels like one of those quiet breakouts people notice late
tomorrow we’ll be talking about how River took over the timeline 🤎

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@devameer0 Wishing you steady ease as your day concludes, devameer.
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good afternoon guys💪
i came across a redditor who raised a concern about google using recaptchas to train its AI for free
and i’m not gonna lie i felt used for a second.
for years we’ve all done it
“select all images with traffic lights”
“click every bus”
“verify you’re human”
it felt like nothing right..just tryna to access a site
but if you zoom out it starts to make sense 🤨
AI models are only as good as the data they’re trained on and most of that data is messy biased and unstructured
so the issue most times isn’t the model, it’s getting clean labeled data at scale!
and that’s exactly what recaptcha ended up doing
every click was a human labeling real world images
traffic lights crosswalks cars
millions of people
billions of interactions
over years
that kind of dataset is GOLD because it’s human verified
so we weren’t just proving we’re human
we were quietly contributing to systems that needed human judgment
Google has always been accused of data theft and breach of privacy but this confirms it 💯
now enter Perle Labs @PerleLabs
they raised 17.5M backed by Framework, CoinFund and others and they’re building around that same idea but making it explicit
you onboard
you get tasks
you label or review data
you get scored on accuracy
you build reputation
you earn rewards
same loop of humans improving AI
but this time it’s visible, tracked and incentivized
what’s interesting to me is this
this model already worked. recaptcha proved that
Perle is just rebuilding it with aligned incentives
so maybe it’s not that we were used
it’s that we were always part of the training layer
the only question now is who actually benefits from it
this is a real issue
that's why i'm switching #ToPerle + #PerleA and with this tweet, I'm confirming my participation in @PerleLabs community campaign



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