Where will the future of AI go? The answer is definitely not an enclosed garden controlled by a few giants, but an open network and distributed architecture.



Many people focus only on algorithm models but overlook the true moat—the computing power structure. When a few institutions monopolize computing resources, the entire industry loses its competitive vitality. Innovation is stifled, the market stalls, and ordinary participants are completely deprived of voice. This centralized pattern runs counter to the principles advocated by Web3.

Decentralized computing networks are the key to breaking the deadlock. Distributed nodes enable more rational resource allocation, lower barriers to entry, and give more people the opportunity to participate in AI development. An open and competitive environment is the only way to nurture genuine technological breakthroughs. After all, the future should not be defined by a few people.
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Lonely_Validatorvip
· 12-14 05:19
Well said, but the reality is that big tech companies will never loosen their grip; the computing power has already been locked down.
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ForkTonguevip
· 12-13 08:43
The issue of computing power monopoly is indeed a trap. Right now, many small teams are being squeezed by big corporations.
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MEVHunterZhangvip
· 12-11 10:53
Well said, computing power is the true lifeblood. These few giants are locking down their positions at all costs. Decentralized computing networks should have arrived long ago; otherwise, AI will truly become a game for the privileged and powerful.
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ReverseTradingGuruvip
· 12-11 10:52
Control over computing power is more ruthless than the model, I strongly agree with this view. Decentralization is the way out; centralization is a dead end.
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rugged_againvip
· 12-11 10:36
The monopoly on computing power is indeed a hidden major tumor, but can distributed solutions truly resolve it? I'm skeptical.
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DogeBachelorvip
· 12-11 10:30
That's right, the monopolization of computing power by giants is similar to the previous internet oligopolies—power determines influence, and they won't truly open up. Distributed computing power is indeed the breaking point, but the key still depends on who drives it. Right now, it's still the giants making the decisions. The vision of Web3 is idealistic, but the reality is still quite stark, brother. Implementing a truly decentralized computing network is much more difficult than just technological breakthroughs. This requires enough incentive mechanisms; otherwise, it's just slogans more than actions. Hopefully, it won't devolve into another form of centralization.
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