The hotter AI gets, the more we lack data—this is the most accurate snapshot of the current AI industry. Right now, those building large models have basically “squeezed dry” all the publicly available data on the internet. They’re left with having AI generate data to feed itself, which ends up like inbreeding—the more the model learns, the “dumber” it gets, with errors and biases amplified. What’s worse is that in fields like healthcare and finance, if the training data’s origins are unclear, who would dare to actually use AI? That’s why what @PerleLabs is doing makes so much sense—they’re putting a layer of “on-chain insurance” on AI data. Who’s behind this team? The core members all came from Scale AI. What’s Scale AI? It’s the leader in the AI data labeling industry, valued at $30 billion, with clients like Meta and the U.S. Department of Defense. The profitability of this space has already been proven. Perle is essentially taking Scale AI’s expert network model and bringing it to Web3, using blockchain to solve the issue of “trust.” What does that mean? In the past, data labeling was manual labor—anyone could do it. Perle is different: for medical data, they get real doctors to label it; for legal documents, they get real lawyers. Every person’s reputation and contributions are recorded on-chain, fully transparent. When clients use the data, they can see who labeled it and how trustworthy they are. In simple terms, they’re turning the data supply chain from a “black market” into a “transparent kitchen.” This project raised $17.5 million in funding, with top-tier firms like Framework Ventures and CoinFund investing. A few days ago, Coinbase even added it to their token listing roadmap—basically giving it a big endorsement. The query link is already live, so friends who’ve done tasks before can go check it out. In the AI space, the first half was about competing on computing power; the second half is about trustworthiness. Projects like Perle, with real clients, real revenue, and the ability to solve actual pain points, are worth keeping an eye on when TGE happens.