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In-depth Analysis of AI Layer 1 Blockchain Platform: Five Major Projects Leading the Future
The Rise of AI Layer 1 Blockchain Platform: In-Depth Analysis of Five Major Projects
With the rapid development of artificial intelligence technology, traditional Blockchain architecture has struggled to meet the demands of AI applications for high-performance computing and complex data processing. As a result, Layer 1 Blockchain platforms optimized for AI have emerged, showcasing diversified characteristics in terms of technical architecture, application scenarios, and business models. This article delves into five leading AI Layer 1 projects: Bittensor, Vana, Kite AI, Nillion, and Sahara AI.
Bittensor: Decentralized AI Network Infrastructure
Bittensor, as a pioneer in the Blockchain AI field, is dedicated to building an open decentralized artificial intelligence collaboration network. It aims to break the centralized barriers in traditional AI research and development, allowing more participants to contribute and benefit together.
Bittensor adopts a dual-layer structure design:
This design enables Bittensor to balance the overall stability of the network with the expertise in various fields, providing a flexible infrastructure for the development of decentralized AI.
Ecological Development Progress
The recent dTAO system upgrade completed by Bittensor is an important innovation in its economic model. This upgrade introduces a dynamic resource allocation system based on market mechanisms, achieving more efficient and fair resource allocation through the subnet token ( and the Alpha token ).
The currently most active subnets include:
Vana: Data Sovereignty and Value Reconstruction Platform
The Vana project focuses on solving the issues of personal data ownership and value distribution. It establishes an ecosystem where users truly own and control their own data while being able to derive economic benefits from it.
As an EVM-compatible Layer 1 Blockchain network, Vana's technical architecture consists of five core components:
Latest developments
Kite AI: Technical Breakthrough of AI Native Blockchain
Kite AI is an AI-native Layer 1 Blockchain project built on the Avalanche framework. It aims to address the challenges traditional blockchains face when handling AI assets, particularly how to achieve transparency in rights and incentives for AI data, models, and agent contributions.
Kite AI has proposed four core technological innovations:
Development Status
Nillion: A Frontier Exploration of Privacy Computing
Nillion redefines the handling of sensitive data through its unique "blind computing" technology. It is a decentralized public network based on the Nil Message Compute (NMC) cryptographic primitive, allowing network nodes to operate in a non-traditional Blockchain manner.
Nillion's technical architecture integrates various cutting-edge privacy protection technologies:
Latest development progress
Sahara AI: The platform for building a new economy of AI assets
Sahara AI aims to build a "Human-AI Collaboration Network" that allows ordinary users, developers, and enterprises to participate in the creation, deployment, and monetization of AI assets.
The technical architecture consists of three key components:
Latest development progress
AI Layer 1 is currently in a critical stage of rapid evolution, with these platforms breaking through the limitations of traditional centralized AI systems, building a more open, transparent, and efficient technological ecosystem. In the future, this sector will continue to drive technological innovation, advancing artificial intelligence towards a more decentralized and collaborative direction.