AI’s Data Dilemma: Blockchain to the Rescue?

AI’s the buzz, right? But here’s the kicker: DeAI’s got a data gap bigger than my last awkward silence. On-chain data? More like no-chain data. We’re talking tiny datasets that make training a powerful AI model as likely as finding a parking spot in Manhattan on a Saturday. 🚗💥

DeAI’s supposed to be the people’s champ—democratic, transparent, and tough. But guess what? It’s starving for data. Enter cryptography, the superhero in this data drama. 🦸‍♂️

Traditional AI’s like a glutton at an all-you-can-eat buffet. More data, more smarts. But it’s also a privacy nightmare, snooping around like a nosy neighbor. 🕵️‍♂️

DeAI, with its blockchain swag, promises a better way. But let’s be real, most on-chain data’s from financial transactions or DeFi. Great if you’re training an AI to be a Wall Street wizard, not so much for anything else. 🧙‍♂️💰

Off-chain, there’s a data feast with The Pile and Common Crawl. Centralized AI’s been gorging on this, getting smarter faster than a kid on a sugar rush. 🍬🤖

Recreating this on-chain? Good luck with that. But hey, let’s make data safer instead. Less stealing, more sharing. 🤝

The Crypto Cure

Zero-knowledge proofs to the rescue! zkFHE and zkTLS are the dynamic duo we need. Train AI on sensitive data without spilling the beans? Yes, please! 🤫🔐

zkFHE lets AI learn from encrypted data. It’s like teaching a robot to cook without letting it see the recipe. 🤖📚

zkTLS lets you prove you’ve got data without showing it. Like saying you’ve got a high credit score without flashing your credit report. 🤑🙈

DeAI’s Big Chance

Combine these crypto tricks and DeAI could give centralized AI a run for its money. It’s about time we had a fair fight. 🥊

Think big language models. Currently, only the big guys can play. But with zkTLS, DeAI could get in the game, making AI more democratic than a high school student council election. 🗳️

Challenges? Yeah, a few. It’s like trying to solve a Rubik’s Cube while juggling. 🧩🤹‍♂️ But the payoff? Huge!

Data’s the fuel, and DeAI needs a fill-up. With crypto, we’re not just building smarter AI; we’re building a fairer AI future. It’s time to step up our game. 🚀

Xiang Xieis

Xiang Xieis is the CEO and co-founder of Primus. He’s spent more time with cryptography than I’ve spent avoiding social events. From theory to practice, he’s all about keeping user data and model privacy safe. If privacy had a knight in shining armor, it would be Xiang. 🛡️