HTX研究分析：Bittensor的DTAO升級重新定義了分散的AI基礎設施

新加坡，2025年3月19日 /美通社 / - HTX集團的研究部門HTX Research已發布了一份題為“ DTAO”的深入報告

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研究的一項新分析中，HTX集團的研究部門的標題為“ DTAO和Bittensor的演變：通過市場驅動的激勵措施重塑AI，”研究人員對Bittensor網絡內的最新發展進行了探索。隨著加密貨幣景觀的發展，諸如DeepSeek和Openai之類的行業巨頭繼續優化現有的基礎模型，從而將重點從創建轉變為改進。

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.

該分析確定了Bittensor的動態TAO（DTAO）升級如何解決分散AI的固有挑戰，從而將網絡定位為該新興部門的開創性力量。 Bittensor的體系結構圍繞三個關鍵組成部分：微觀區塊鏈，一個具有EVM兼容性的Polkadot Parachain； 64個專業子網；和一個以治理為重點的根子網。該網絡採用雙鍵安全系統，ColdKey-Hotkey和一個子網UID框架，供礦工和驗證者以分散和開放的方式參與。

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.

其運營模型的核心是Yuma共識（YC），這是一種動態激勵機制，與傳統的靜態獎勵系統不同。 YC認為驗證者的重量向量是從過去的性能和股份中得出的，以每12秒分發一次TAO獎勵，形成一個自我調節的“損失→權重→獎勵”環路。該設計將貢獻與激勵措施保持一致，同時通過不斷變化的鏈條來減輕惡意活動。

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

DTAO升級於2025年2月13日實施，引入了子網令牌的流動性池，從根本上改變了Bittensor的經濟框架。關鍵創新包括：

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.

該升級解決了先前限制，例如驗證者集中化，資源冗餘和未對準激勵措施。通過將子網獎勵與市場績效聯繫起來，DTAO促進了競爭，鼓勵了專門的AI解決方案的開發，從多模式內容檢測到分散搜索引擎。

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的引入導致了在自我增強反饋循環中運行的高性能子網的出現。隨著子網代幣價格上漲，它們吸引了更大的TAO排放，隨後吸引了更多的用戶和驗證者。例子包括DeepMind，重點是分散搜索，Kaito（專門用於生成和檢測深擊的子網）都在各自的領域都有顯著增長。

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這樣的項目強調了潛在的陷阱，表明像Kaito在多模式內容檢測領域一樣，技術水平並不能保證如果沒有與核心產品實用程序的強大整合而沒有成功的成功。

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.

儘管DTAO提出了進步，但HTX研究也確定了持續的挑戰。其中包括缺乏TAO獎勵的現實需求驅動因素，重疊子網中資源冗餘的潛力以及持續的驗證器集中化。為了確保持續增長，HTX研究強調了鏈核能，標準化子網性能基準制度的必要性以及子網令牌效用（例如治理或服務訪問）的整合，以減少投機性交易。

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.

總之，Bittensor的DTAO升級標誌著從集中治理到市場驅動的激勵措施的過渡。儘管需求產生和代幣效用集成等挑戰仍然存在，但網絡的體系結構和經濟模型為分散的AI創新提供了有希望的基礎。隨著子網令牌發展為具有切實實用程序的工具，Bittensor可以在AI生態系統中重新定義協作和競爭性動態。

About HTX Research:

關於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集團的專門研究部門，進行了深入分析，生產全面的報告，並在加密貨幣，區塊鏈技術和新興市場趨勢之間提供專家評估。 HTX研究塑造行業的觀點，並提供數據驅動的見解和戰略遠見，並支持數字資產領域的明智決策。通過嚴格的研究方法和尖端分析，HTX研究仍然處於創新的最前沿，推動思想領導力並促進對不斷發展的市場動態的更深入的了解。

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SOURCE HTX Ventures

來源HTX Ventures