The current market is focused on the AI application layer, but the real bottleneck is actually in compute. With the explosive growth of large model parameters, GPU resources from centralized cloud vendors are becoming increasingly expensive and scarce.
This is the best opportunity for blockchain technology to intervene - a decentralized computing network.
It's like we don't need everyone to own top-tier graphics cards, but we can call upon the globally idle computing power through protocols to run inference or fine-tuning.
Especially for high-throughput inference frameworks like vLLM, if we can combine it with on-chain incentive mechanisms, allowing idle consumer-grade graphics cards to participate in LLM inference services, it will fundamentally change the cost structure of AI.
In the future, perhaps your graphics card, while sleeping, is helping some AI agent earn tokens.💎
#Aİ #DePIN #Web3 #Compute #Binance
This is the best opportunity for blockchain technology to intervene - a decentralized computing network.
It's like we don't need everyone to own top-tier graphics cards, but we can call upon the globally idle computing power through protocols to run inference or fine-tuning.
Especially for high-throughput inference frameworks like vLLM, if we can combine it with on-chain incentive mechanisms, allowing idle consumer-grade graphics cards to participate in LLM inference services, it will fundamentally change the cost structure of AI.
In the future, perhaps your graphics card, while sleeping, is helping some AI agent earn tokens.💎
#Aİ #DePIN #Web3 #Compute #Binance