2025-12-06 08:27:58

Running AI workloads eats up massive CPU and GPU resources. The problem? Your machine starts lagging hard. System loads spike unpredictably, creating serious instability. For Supernodes, this isn't just annoying—it's a operational threat. When computing resources get hijacked by AI processes, node performance tanks. Responsiveness drops. Reliability becomes questionable. The infrastructure that's supposed to stay rock-solid suddenly can't handle the dual pressure of maintaining network operations while feeding AI's hunger for processing power.

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TokenUnlocker

· 1h ago

Making a fuss for so long, but it all comes down to resource competition—the real issue is that no one has figured out how to allocate them properly. AI is just too greedy, it's inherently at odds with node operations and maintenance. Supernodes are really struggling right now; on one hand, they have to maintain the network, and on the other, they have to serve this AI overlord. Isn't this exactly why we need a smarter scheduling solution? Otherwise, it won't be sustainable in the long run.

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GmGnSleeper

· 17h ago

AI consuming resources has been a headache for a long time, and the supernode is really underperforming. Feels like we need to optimize it ASAP.

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CoffeeOnChain

· 12-06 09:39

AI consumes resources like crazy, Supernode has basically become a crippled old guy. Hmm... so we really need to come up with an isolation solution, otherwise we're done for. That's why I said the competition for computing power will get out of hand... No one has really figured out the resource contention issue, it's awkward.

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GweiObserver

· 12-06 08:54

ngl this is exactly the pain point of web3 infrastructure. AI consumes resources too aggressively; even supernodes can't handle it.

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HashBrownies

· 12-06 08:52

AI's consumption of computing power should have been addressed long ago; supernodes are taking off directly.

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GasGrillMaster

· 12-06 08:47

AI is really resource-hungry; the nodes are completely drained.

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BTCRetirementFund

· 12-06 08:28

Oh, so that's why my node keeps dropping off the chain. Turns out AI is such a resource hog. --- The GPU is completely maxed out, no wonder it can't run properly. --- Supernodes are taking a big hit—resource competition is really an unavoidable pitfall. --- Basically, you can't have your cake and eat it too. You have to choose between AI and stability. --- Feels like this is just an inevitable pain point for early infrastructure. Everyone has to go through it.

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