Ashwin
16 posts



The internet is officially dead, and brands are throwing good money after bad to get bots to act like humans But imagine my shock when I found out there is one protocol that has already quietly achieved an $85.8M ARR by solving the most difficult challenge of Web3 - - - proving that you’re human Check out the latest update of @KGeN_IO for Q1. 🧵 #Kgen


The internet is officially dead, and brands are throwing good money after bad to get bots to act like humans But imagine my shock when I found out there is one protocol that has already quietly achieved an $85.8M ARR by solving the most difficult challenge of Web3 - - - proving that you’re human Check out the latest update of @KGeN_IO for Q1. 🧵 #Kgen




Being an individual who works on datasets constantly, this video clearly explains what the current bottleneck within the industry is. People spend all their time trying to design the best architecture and utilize enough computing power, but if the data that goes into your model is just garbage harvested by bots, then none of this is going to help you. If the machine learns from something unverified or synthetic, then you don't only get worse results, but you implement the corrupted logic into your product itself. This is what makes verified data very important. @KGeN_IO @KGeN_Community #VeriFi #KGeN

Your model is only as good as the data behind it. KGeN verifies the humans behind that data, so you can trust your training datasets stay clean, real, and high-signal.


Your model is only as good as the data behind it. KGeN verifies the humans behind that data, so you can trust your training datasets stay clean, real, and high-signal.



