HTX研究分析：Bittensor的DTAO升级重新定义了分散的AI基础设施

新加坡，2025年3月19日 /美通社 / - HTX集团的研究部门HTX Research已发布了一份题为“ DTAO”的深入报告

SINGAPORE, March 19, 2025 /PRNewswire/ -- In a new analysis by HTX Research, the research arm of HTX Group, titled "dTAO and the Evolution of Bittensor: Reshaping Decentralized AI with Market-Driven Incentives," the researchers delve into the recent developments within the Bittensor network. As the cryptocurrency landscape evolves, industry giants like DeepSeek and OpenAI continue to optimize existing foundational models, shifting the focus from creation to improvement.

新加坡，2025年3月19日 / PRNewswire / - 在HTX研究的一项新分析中，HTX集团的研究部门的标题为“ DTAO和Bittensor的演变：通过市场驱动的激励措施重塑AI，”研究人员对Bittensor网络内的最新发展进行了探索。随着加密货币景观的发展，诸如DeepSeek和Openai之类的行业巨头继续优化现有的基础模型，从而将重点从创建转变为改进。

This analysis identifies how Bittensor's Dynamic TAO (dTAO) upgrade addresses inherent challenges in decentralized AI, positioning the network as a pioneering force in this emerging sector. Bittensor's architecture revolves around three key components: the Subtensor blockchain, a Polkadot parachain with EVM compatibility; 64 specialized subnets; and a governance-focused Root Subnet. The network employs a dual-key security system, Coldkey-Hotkey, and a subnet UID framework for miners and validators to participate in a decentralized and open manner.

该分析确定了Bittensor的动态TAO（DTAO）升级如何解决分散AI的固有挑战，从而将网络定位为该新兴部门的开创性力量。 Bittensor的体系结构围绕三个关键组成部分：微观区块链，一个具有EVM兼容性的Polkadot Parachain； 64个专业子网；和一个以治理为重点的根子网。该网络采用双键安全系统，ColdKey-Hotkey和一个子网UID框架，供矿工和验证者以分散和开放的方式参与。

At the heart of its operational model lies Yuma Consensus (YC), a dynamic incentive mechanism that differs from traditional static reward systems. YC considers validators' weight vectors, derived from past performance and stake, to distribute TAO rewards every 12 seconds, forming a self-regulating "stake → weight → reward" loop. This design aligns contributions with incentives while mitigating malicious activities through the constantly changing state of the chain.

其运营模型的核心是Yuma共识（YC），这是一种动态激励机制，与传统的静态奖励系统不同。 YC认为验证者的重量向量是从过去的性能和股份中得出的，以每12秒分发一次TAO奖励，形成一个自我调节的“损失→权重→奖励”环路。该设计将贡献与激励措施保持一致，同时通过不断变化的链条来减轻恶意活动。

The dTAO upgrade, implemented on February 13, 2025, introduces liquidity pools for subnet tokens, fundamentally altering Bittensor's economic framework. Key innovations include:

DTAO升级于2025年2月13日实施，引入了子网令牌的流动性池，从根本上改变了Bittensor的经济框架。关键创新包括：

This upgrade addresses prior limitations such as validator centralization, resource redundancy, and misaligned incentives. By linking subnet rewards to market performance, dTAO fosters competition, encouraging the development of specialized AI solutions, ranging from multimodal content detection to decentralized search engines.

该升级解决了先前限制，例如验证者集中化，资源冗余和未对准激励措施。通过将子网奖励与市场绩效联系起来，DTAO促进了竞争，鼓励了专门的AI解决方案的开发，从多模式内容检测到分散搜索引擎。

The introduction of dTAO has led to the emergence of high-performing subnets, operating within a self-reinforcing feedback loop. As subnet tokens increase in price, they attract greater TAO emissions, subsequently drawing more users and validators. Examples include DeepMind, which focuses on decentralized search, and Kaito, a subnet specialized in generating and detecting deepfakes, both experiencing significant growth in their respective domains.

DTAO的引入导致了在自我增强反馈循环中运行的高性能子网的出现。随着子网代币价格上涨，它们吸引了更大的TAO排放，随后吸引了更多的用户和验证者。例子包括DeepMind，重点是分散搜索，Kaito（专门用于生成和检测深击的子网）都在各自的领域都有显着增长。

However, projects like Kaito highlight potential pitfalls, demonstrating that technical proficiency, like Kaito's in the realm of multimodal content detection, does not guarantee success without robust integration with core product utility.

但是，像Kaito这样的项目强调了潜在的陷阱，表明像Kaito在多模式内容检测领域一样，技术水平并不能保证如果没有与核心产品实用程序的强大整合而没有成功的成功。

Despite the advancements introduced by dTAO, HTX Research also identifies ongoing challenges. These include the lack of real-world demand drivers for TAO rewards, the potential for resource redundancy among overlapping subnets, and persistent validator centralization. To ensure sustained growth, HTX Research emphasizes the necessity for on-chain verifiability, standardized subnet performance benchmarking systems, and the integration of subnet token utility, such as governance or service access, to reduce speculative trading.

尽管DTAO提出了进步，但HTX研究也确定了持续的挑战。其中包括缺乏TAO奖励的现实需求驱动因素，重叠子网中资源冗余的潜力以及持续的验证器集中化。为了确保持续增长，HTX研究强调了链核能，标准化子网性能基准制度的必要性以及子网令牌效用（例如治理或服务访问）的整合，以减少投机性交易。

In conclusion, Bittensor's dTAO upgrade marks a transition from centralized governance to market-driven incentives. While challenges such as demand generation and token utility integration persist, the network's architecture and economic model provide a promising foundation for decentralized AI innovation. As subnet tokens evolve into tools with tangible utility, Bittensor is positioned to redefine collaborative and competitive dynamics within AI ecosystems.

总之，Bittensor的DTAO升级标志着从集中治理到市场驱动的激励措施的过渡。尽管需求产生和代币效用集成等挑战仍然存在，但网络的体系结构和经济模型为分散的AI创新提供了有希望的基础。随着子网令牌发展为具有切实实用程序的工具，Bittensor可以在AI生态系统中重新定义协作和竞争性动态。

About HTX Research:

关于HTX研究：

HTX Research is the dedicated research arm of HTX Group, conducting in-depth analyses, producing comprehensive reports, and offering expert evaluations across cryptocurrency, blockchain technology, and emerging market trends. Providing data-driven insights and strategic foresight, HTX Research shapes industry perspectives and supports informed decision-making in the digital asset space. Through rigorous research methodologies and cutting-edge analytics, HTX Research remains at the forefront of innovation, driving thought leadership and fostering a deeper understanding of evolving market dynamics.

HTX Research是HTX集团的专门研究部门，进行了深入分析，生产全面的报告，并在加密货币，区块链技术和新兴市场趋势之间提供专家评估。 HTX研究塑造行业的观点，并提供数据驱动的见解和战略远见，并支持数字资产领域的明智决策。通过严格的研究方法和尖端分析，HTX研究仍然处于创新的最前沿，推动思想领导力并促进对不断发展的市场动态的更深入的了解。

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SOURCE HTX Ventures

来源HTX Ventures