patricia233 KGeN Petpop NineChronicles Orange 🍊

Here's my honest thought about @KGeN_Community @KGeN_IO recent video about the human VeriFied Data. Most people watched that KGeN video and probably thought, “nice concept.” But if you really understand what’s being said, it becomes uncomfortable.🧵👇👇👇

@PatriciaAkaba @KGeN_Community @KGeN_IO But if human verification is the standard what happens to low effort data from humans How do we put that in check?

@joezzyweb3 @KGeN_Community @KGeN_IO shift is this: Not just “Is this a human?” But “Is this a reliable human?” That’s where the real battle is. I can go on and on but I hope this is okay to understand fully.

@joezzyweb3 @KGeN_Community @KGeN_IO full of bots pretending to be humans,humans behaving like bots. That really sucks, right? If systems like KGeN get it right, we move to verified humans with measurable reputation where quality actually matter That’s a big upgrade, even if it’s not flawless. So the real 🧵👇

Here's my honest thought about @KGeN_Community @KGeN_IO recent video about the human VeriFied Data. Most people watched that KGeN video and probably thought, “nice concept.” But if you really understand what’s being said, it becomes uncomfortable.🧵👇👇👇

@Nkcee917 @KGeN_Community @KGeN_IO 🥰 awww... Thank you 😊

@PatriciaAkaba @KGeN_Community @KGeN_IO you really explained the video in writing in a way everyone could understand great work 👏

@ujubarbie222 Oops...my bad

@PatriciaAkaba Using poison to grade the dangerousness is dangerous 🤣. Yes Kgen is fixing that.

AI is as good as the data it consumes. The internet is full of fake accounts. We all know this. Bots everywhere. Fake likes, fake comments, fake profiles. Now imagine a company scrapes all that activity and uses it to train AI. That AI now thinks bot behavior is normal human behavior. It doesn’t know the difference. It just learned from whatever it was given. Scary when you think about it right ? This is the problem @KGeN_IO is solving. Before you do anything with data, make sure it came from a real person. KGeN verify humans, Last quarter ( Q1 ) alone they brought in 3.7 million verified real people, 2.6 billion data points all tied to actual humans. No bots, no fakes. Companies in AI and crypto are already plugging into this because they need data they can trust. And honestly, that need is only growing.

@ujubarbie222 @KGeN_Community @KGeN_IO They really are.

@PatriciaAkaba @KGeN_Community @KGeN_IO Kgen is really solving the problem we face in this web3 space( Bots ).

@DOkekecrypt What have you done 😳

A Generation of Lazy money-inclined sad-depressed people! SMH 🥲💔

What’s truly remarkable about AI is that every dataset at its core, is a collection of human inputs, decisions, and perspectives shaped within a vast digital ecosystem So real progress in AI isn’t defined by how much data we accumulate, but by how deeply we can trust where it comes from... Then, when we are sure the source is real, the signal becomes even more meaningful and Verified

@joezzyweb3 Trust is everything. It must be verified and not spammed.

𝗡𝘂𝗺𝗯𝗲𝗿𝘀 𝗱𝗼𝗻'𝘁 𝗹𝗶𝗲! while most web3 projects still drown in vanity metrics and fake users, @KGeN_IO dropped its Q1 pulse to prove that, 𝗿𝗲𝗮𝗹 𝗺𝗲𝘁𝗿𝗶𝗰𝘀 𝗯𝗲𝗮𝘁 𝘃𝗮𝗻𝗶𝘁𝘆 𝗺𝗲𝘁𝗿𝗶𝗰𝘀 𝗲𝘃𝗲𝗿𝘆 𝘀𝗶𝗻𝗴𝗹𝗲 𝘁𝗶𝗺𝗲. 🧵↓

@TheOnlyHero11 @KGeN_IO @KGeN_Community Nice thread. How will the full POGE come to play in AI?

@HOLUBHAYOR1 @KGeN_Community @KGeN_IO Gbam. No argument

@PatriciaAkaba @KGeN_Community @KGeN_IO The only VeriFi community that can be trusted