2025-12-31 11:28:02

2025 is coming to an end, and the industrialization process of AI is rapidly advancing with giants pouring hundreds of billions of dollars into it. At the same time, the blockchain space is also brewing different ideas for transformation.

Recently, the project DeepNodeAI has been frequently making headlines. Its conceptual space is quite interesting — building a decentralized AI network based on the PoWR (Proof of Relevance) mechanism. Simply put, this system provides a pay-per-task platform for AI contributors worldwide.

Unlike traditional AI giants' centralized architecture, DeepNodeAI attempts to redistribute the benefits of AI model training and optimization using blockchain technology. Whether this approach can break the existing pattern remains to be seen, but at least it offers a new direction for distributed AI.

View Original

This page may contain third-party content, which is provided for information purposes only (not representations/warranties) and should not be considered as an endorsement of its views by Gate, nor as financial or professional advice. See Disclaimer for details.

10 Likes

Reward
10
3
Repost
Share

Comment

0/400

SatoshiChallenger

· 6h ago

Another "breaking the monopoly" new narrative, interesting. Data shows that in the last round, the project liquidation rate was over 98%, but ironically, everyone has forgotten about it. --- Objectively speaking, PoWR is indeed an innovative concept, but how can it compete commercially against the kind of computational power accumulated by OpenAI[funny] --- I'm not criticizing; the billion-dollar products are real, and here we are still talking about "imagination space." That's enough. --- Come on, let's make a bet. In half a year, whose TVL and GPT user growth will be faster, DeepNodeAI or others? Let's see if my analysis is accurate. --- Lesson from history: every time there's talk of redistributing profits, it ends up becoming new centralization oppression. Can changing blockchain just alter human nature? Naive. --- The term "pay-per-task work platform" sounds like a typical Web3 creative packaging. What's it about? Just a way for workers to get paid differently.

View OriginalReply0

FudVaccinator

· 6h ago

Come on, it's another story of "breaking the giants' monopoly." Every time they hype it up, isn't it just the big players reaping the benefits? Putting aside whether DeepNodeAI is reliable or not, I just want to know who guarantees that this PoWR mechanism is truly fair. Hundreds of billions invested vs. the dream of decentralization—how is this battle going to be fought... It's a bit hard to see clearly. Wait, can this thing really help ordinary people make money? Or is it just another decentralization hype with actual centralization? Distributed AI sounds good, but reality is often quite harsh.

View OriginalReply0

AirdropHunterXiao

· 7h ago

Hundreds of billions of dollars are piling into AI, and we also need to come up with some new initiatives here. We can't just watch the giants eat the meat. I think the DeepNodeAI logic is still somewhat interesting. Decentralized profit sharing really hits the pain points. PoWR proof is a new idea; it all depends on whether it can really be implemented. I hate armchair strategizing. --- After so many years of monopoly by the giants, it's time to change the approach. DeepNodeAI is a pretty good attempt. --- Distributed AI + blockchain, in simple terms, is about giving ordinary people a chance to make money. I support that. --- But whether it can really make money depends on whether the ecosystem can get off the ground. Having just the mechanism isn't enough. --- So whether DeepNodeAI is reliable or not mainly depends on whether there are real use cases to land in the future. --- Decentralized AI training? Sounds great, but I'm just worried it might turn into another harvest. --- I need to understand the PoWR mechanism more deeply. It feels like it could be a breakthrough.

View OriginalReply0