I tore through the whitepapers from the previous episodes—specifically the ones by @OpenGradient —and today I’m here just to pick at details. I’m going to dig into the three big potholes in the document marked “Coming Soon”: Data Nodes, decentralized governance, and the ever-mythologized ZKML deployment. It’s like you go to buy the newest model electric car—everything in the exterior and interior is top-tier—and then you ask, “When will advanced driving assistance be available?” The salesperson just shrugs and tells you, “Wait until next quarter for the upgrade.” As an old hand in this crypto circle that’s been burned by countless “delayed delivery” scams, the moment I see the words “coming soon,” I instinctively want to keep my money tightly in my pocket.
I even counted it: the language of “painting a big pie” appears at least 4 times in the whitepaper. But to be fair, OpenGradient’s attitude toward these “half-finished” things is indeed better than many fly-by-night projects. At least they honestly label Data Nodes as gray and tell you they haven’t worked through that piece yet—rather than force you into a fake shell that tricks you into thinking nodes have already been deployed. In a circle where nobody pays taxes for bragging, it’s rare to see something unfinished presented so openly.
But brothers, whether they can run the full end-to-end loop is another very real issue. If these “Coming Soon” promises never get handed in, the whole ecosystem will end up limping. Think about it: without Data Nodes, TEE verification becomes closed-door work. You can’t safely retrieve external data, and the story of privacy AI immediately loses one of its biggest lifelines. And if decentralized governance doesn’t go live, what can those $OPG tokens in our hands do besides pay gas fees?
My stance toward #OPG is very clear: it does run a decent prototype right now, but it’s missing the key puzzle pieces. So its level can only be called a “high-performance inference API chain,” far from a “complete ecosystem.” Of course, being an API chain isn’t shameful. But as an investor, I definitely won’t pay for the top-tier package based on a set of smart-driving blueprints that haven’t been deployed yet.
When the mainnet truly goes live under the spotlight, the first thing I’m going to do is charge straight into the block explorer for Data Nodes. I’m not fixated on whether the nodes show a green light—I’m determined to dig into whether there are real underlying data requests actually running at full speed. In the crypto market, what runs on-chain is the real deal. Once I see real data, I’ll admit that the big pie was baked for real!
I even counted it: the language of “painting a big pie” appears at least 4 times in the whitepaper. But to be fair, OpenGradient’s attitude toward these “half-finished” things is indeed better than many fly-by-night projects. At least they honestly label Data Nodes as gray and tell you they haven’t worked through that piece yet—rather than force you into a fake shell that tricks you into thinking nodes have already been deployed. In a circle where nobody pays taxes for bragging, it’s rare to see something unfinished presented so openly.
But brothers, whether they can run the full end-to-end loop is another very real issue. If these “Coming Soon” promises never get handed in, the whole ecosystem will end up limping. Think about it: without Data Nodes, TEE verification becomes closed-door work. You can’t safely retrieve external data, and the story of privacy AI immediately loses one of its biggest lifelines. And if decentralized governance doesn’t go live, what can those $OPG tokens in our hands do besides pay gas fees?
My stance toward #OPG is very clear: it does run a decent prototype right now, but it’s missing the key puzzle pieces. So its level can only be called a “high-performance inference API chain,” far from a “complete ecosystem.” Of course, being an API chain isn’t shameful. But as an investor, I definitely won’t pay for the top-tier package based on a set of smart-driving blueprints that haven’t been deployed yet.
When the mainnet truly goes live under the spotlight, the first thing I’m going to do is charge straight into the block explorer for Data Nodes. I’m not fixated on whether the nodes show a green light—I’m determined to dig into whether there are real underlying data requests actually running at full speed. In the crypto market, what runs on-chain is the real deal. Once I see real data, I’ll admit that the big pie was baked for real!