人工智慧和計算市場值得關注的項目清單

原作者：dt

原文翻譯：麗莎

The combination of AI and blockchain is a hot topic in the industry, and developers are actively exploring the possibility of this integration. Currently, blockchain technology is seen as an ideal choice to solve many problems such as inability to properly utilize AI services and computing resources, and many projects have already explored their own paths in this field.

Today, Dr.DODO will take you to learn about the projects that have performed well in the AI and computing power market.

AI + Blockchain

Projects focusing on AI in the blockchain field can be divided into three main tracks:

• Computing resource sharing : Blockchain technology can build a distributed cloud computing platform to achieve the sharing and efficient use of computing resources. Through smart contracts, idle computing resources can be leased to required computing tasks, thereby improving resource utilization and reducing costs. Representative projects include: io.net and Aethir.

• AI data security and verifiable computing : Both AI and blockchain technology need to process large amounts of data. The blockchain storage network provides a secure way to store and transmit data, while AI generates valuable information by analyzing this data. Combining the two can protect user privacy while providing a reliable data source for AI. Currently, the project that represents this direction is Arweave.

• Decentralized AI : Deploying AI models on blockchain networks can realize decentralized artificial intelligence services, which improves the reliability and stability of the system and reduces the risk of single point failure. Currently, Bittensor is a representative project in this direction.

io.net

io.net, which was recently launched on Binance, is the hottest newcomer in the current track. io.net is a decentralized GPU network designed to provide huge computing power for machine learning applications. Their vision is to unlock fair access to computing power by assembling more than one million GPUs from independent data centers, crypto miners, and projects such as Filecoin, making computing more scalable, accessible, and efficient.

io.net provides a completely different approach to cloud computing, using a distributed and decentralized model to provide users with more control and flexibility in computing power. Its services are license-free and low-cost. According to io.net officials, their computing power is 90% lower than that of centralized service providers such as Amazon AWS. The combination of all these factors makes io.net a leader among decentralized providers.

Source: io.net

埃瑟爾

Aethir offers a disruptive yet highly feasible solution to the complex problem of efficiently utilizing global computing resources. Their network aggregates and intelligently reallocates new and idle GPUs from enterprises, data centers, cryptocurrency mining operations, and consumers. The market opportunity to better reallocate GPU capacity is vast, and Aethir hopes to increase current global GPU computing availability by more than 10x.

A key feature of Aethir is its focus on repurposing existing idle resources rather than requiring node participants to purchase new hardware. The underutilized GPU capacity of a device is typically estimated to be between 50% and 75%, indicating that there is a large amount of computing power that can be tokenized. Aethir aims to take advantage of these abundant idle resources by targeting small and medium-sized data centers and enterprises.

Aethirs tokens are currently listed on exchanges such as OKX and Bybit. It previously raised $9 million in a Pre-A round of financing led by well-known institutions such as Sanctor Capital and Hashkey.

Source: aethir.com

阿韋夫

AO is a distributed, decentralized, participant-oriented computing system based on Arweave. The core goal of AO is to provide a computing service that does not require trust and collaboration, has no practical scale limitations, and provides a new paradigm for applications combined with blockchain. Compared with other high-performance blockchains, AO supports the storage of large amounts of data, such as AI models. Unlike Ethereum, AO allows any number of parallel processes to run simultaneously within a computing unit, coordinated through open messaging without relying on centralized memory space.

Arweaves launch of AO means a move from decentralized storage to a broader decentralized cloud service field. Its permanent on-chain storage is no longer just for user data, but hopes to become a permanent host for cloud computing, focusing on large-scale verifiable computing.

Recently, Arweave also announced the token economy between its dual tokens $AR and $AO. According to the official statement, $AO is a 100% fair issuance token with no pre-sale and pre-allocation. The total supply of $AO is 21 million, with a halving cycle of 4 years, distributed every 5 minutes, and a monthly distribution of 1.425% of the remaining supply.

• Approximately 36% (100% in the first four months plus 33.3% thereafter) of $AO tokens are distributed to $AR holders every 5 minutes, and these tokens incentivize the security of AO鈥檚 base layer, Arweave.

• The remaining approximately 64% of $AO tokens are allocated to bridge users to provide external returns and incentives for bringing assets into AO.

來源 : https://ao.arweave.dev/

Bittensor

Training AI models requires a lot of data and computing power, but the high cost has led to these resources being mostly monopolized by large companies and research institutions. This centralization limits the use and cooperation of AI models and hinders the development of the AI ecosystem. Bittensor (TAO) is committed to building the worlds first blockchain neural network so that network participants can exchange machine learning capabilities and predictions.

Bittensor hopes to promote the sharing and collaboration of machine learning models and services in a peer-to-peer manner. TAO is technically challenging to implement and is still a long way from practical application.

Source: https://futurepr oofmarketer.com/blog/what-is-bittensor-tao

作者意見

These AI + blockchain projects are likely to change the future distribution of computing resources. Decentralized ownership, collaborative cross-cluster decentralized regional deployment will pave the way for a new wave of economic and technological progress. These projects are ambitious and hope to change the future landscape of cloud computing and AI applications and shape a more interconnected, efficient, and innovation-driven global cloud economy. In the context of countries actively promoting productivity transformation, these development directions are worth our in-depth exploration. However, since this field requires stronger technical support and more financial support, the entry threshold for project parties is not low. It is still in the trial stage. Whether it can be implemented in the future and become an infrastructure that is actually used by people remains to be seen.

原文連結

This article is sourced from the internet: A list of projects worth watching in the AI and computing market

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