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区块链技术与应用:博弈论、知识图谱推理与概率图推理在全球企业网中的协同实践
Sou Hu Cai Jing· 2025-10-11 09:53
Core Insights - The global enterprise network faces three core pain points: lack of collaborative trust, fragmented data value, and difficulty in risk quantification. Blockchain technology offers a foundation for trusted collaboration, but a single technology cannot overcome the scalability application bottleneck [1][3]. Group 1: Pain Points - Collaborative trust is lacking due to conflicts between individual rationality and collective optimality in multinational enterprises, particularly in cost-sharing and efficiency in cross-border logistics [4]. - Data value is fragmented, with cross-enterprise data interoperability below 27%, leading to "data silos" among different ERP systems and transaction records [4]. - Risk quantification is inadequate, with traditional risk assessment methods having an accuracy rate below 60% in the face of frequent uncertainties like node failures and policy changes [4]. Group 2: Technological Framework - The integration of game theory, knowledge graph reasoning, and probabilistic graphical reasoning is essential to construct a complete technical system that adapts to the complex scenarios of the global enterprise network [3][4]. - Game theory can design incentive mechanisms that shift enterprise collaboration from "passive compliance" to "active participation," potentially reducing cross-enterprise collaboration costs by 40%-50% [4]. - Knowledge graph reasoning can enhance the semantic utilization rate of global enterprise data to over 80% by integrating heterogeneous data across domains [4]. - Probabilistic graphical reasoning, particularly using Leuven school algorithms, can improve the accuracy of global network risk warnings to around 90% [4]. Group 3: Case Studies - The TradeLens blockchain platform, developed by Maersk and IBM, addresses the freight-sharing and timeliness assurance game in global container transport by designing dynamic revenue functions [6]. - The Sia blockchain project for global cloud storage uses game theory to establish revenue-sharing rules between storage and retrieval nodes, demonstrating effective collaboration with over 12,000 global nodes and a failure rate below 0.5% [6][7]. - The collaboration between SWIFT and Chainlink in cross-border payments introduces compliance contribution rewards to address the compliance game between banks and regulatory agencies, increasing compliance rates from 78% to 99% [6]. Group 4: Knowledge Graph Construction - The knowledge graph construction process involves four steps: participant identification, strategy space definition, revenue function formulation, and equilibrium goal adjustment [7]. - The mechanism enhances global supply chain collaboration efficiency by 35% and reduces port delay incidents by 62% through strategic adjustments based on cooperation depth [7]. Group 5: Risk Quantification - The Leuven school’s probabilistic graphical reasoning quantifies risk probabilities by modeling random variables, dependencies, and probability distributions, addressing efficiency and accuracy challenges in large-scale networks [10][11]. - The Akamai CDN blockchain project employs distributed Bayesian network algorithms to calculate node failure probabilities, achieving a 91% accuracy rate in failure warnings [11]. - HSBC's global forex trading blockchain platform quantifies the relationships between exchange rate fluctuations and policy risks, reducing currency loss by 42% and improving decision-making efficiency by 65% [11]. Group 6: Future Outlook - The integration of AI with the three technologies is expected to enhance the accuracy of collaborative models to over 96% by 2027, driven by advancements in large language models and graph neural networks [17]. - The establishment of global blockchain standards is underway, led by ISO, to reduce cross-enterprise technology adaptation costs [17]. - Research on quantum-resistant probabilistic graphical reasoning is being initiated to safeguard global enterprise assets against quantum computing threats [17].
Crypto startups tapping AI hype raise $2bn. Here’s why some are unconvinced
Yahoo Finance· 2025-10-11 04:16
Core Insights - The artificial intelligence-powered crypto sector is projected to grow fivefold to reach a valuation of $1 trillion within the next decade, driven by the entry of legitimate projects [1] - AI is expected to serve as a new interface for blockchains, making it accessible to non-technical users and facilitating on-chain transactions [2] - The sector, currently valued at approximately $20 billion, is anticipated to revolutionize crypto trading [2] Investment Trends - AI-linked crypto startups raised nearly $2 billion across 261 deals in 2025, following over $2.5 billion in 2024, totaling almost $13 billion in funding since 2020 [3] - Startups at the intersection of crypto and AI raised over $550 million in the first nine months of the year, marking a 7% increase from the total raised in 2024 [4] Market Performance - The total value of the AI-linked tokens market surged by 14% over the past 30 days, reaching $35.5 billion, which is about half of the $70 billion record set in December [6] - Companies like Nvidia and Microsoft have significantly contributed to stock market growth, fueled by the hype surrounding AI [5] Future Projections - The market is expected to double in size, potentially reaching $40 billion by 2026, with the emergence of innovative AI applications on-chain [7]
谊砾控股(00076.HK):Goldpay发行一款主要应用方为谊砾石墨的实用型区块链代金券(码76或V76)
Ge Long Hui· 2025-10-10 08:56
Group 1 - The core point of the article is that Yili Holdings (00076.HK) has signed a cooperation agreement with Goldpay for the issuance of a practical blockchain voucher (code 76 or V76) primarily used by its subsidiary, Yili Graphite Limited [1] - The V76 will be issued on the Ethereum blockchain with a maximum supply of 1 billion tokens [2] - The board acknowledges the trend of integrating artificial intelligence with cryptocurrency usage, but the future contribution of this project to the group remains uncertain [3]
谊砾控股(00076)子公司拟发行区块链代金券V76 可于平台兑换大宗商品
智通财经网· 2025-10-10 08:48
Core Viewpoint - Yili Holdings (00076) has signed a cooperation agreement with Goldpay Limited for the issuance of a practical blockchain voucher (code 76 or V76) primarily for its subsidiary, which will be listed on cryptocurrency exchanges for trading against major stablecoins within 24 hours [1] Group 1 - The agreement was signed on October 10, 2025, between Yili Holdings' wholly-owned subsidiary Yili Graphite Limited and Goldpay Limited [1] - The V76 voucher can be exchanged on the subsidiary's "JinKu 76 Platform" for commodities such as graphite, oil, and minerals, as well as related services from current and future partners of the platform [1] - The application scenarios for V76 are expected to expand as more companies collaborate with the "JinKu 76 Platform" [1]
谊砾控股(00076) - 业务发展最新情况
2025-10-10 08:36
香港交易及結算所有限公司及香港聯合交易所有限公司對本公佈之內容概不負 責,對其準確性或完整性亦不發表任何聲明,並明確表示,概不對因本公佈全部 或任何部份內容而產生或因倚賴該等內容而引致之任何損失承擔任何責任。 ELATE HOLDINGS LIMITED 誼礫控股有限公司 ( 於香港註冊成立之有限公司) ( 股份代號: 076) 自願公告 業務發展最新情況 誼礫控股有限公司董事會欣然知會市場有關本集團之最新業務發展。 此乃由誼礫控股有限公司(「本公司」)作出之自願性公告,使其股東及潛在投 資者知悉本公司及其附屬公司(合稱「本集團」)之最新業務發展。 V76 可以在主要應用方子公司的《金酷 76 平台》上兌換諸如石墨、石油、礦產品等 大宗商品或相關的服務,這些商品或服務皆來自現在和將來與《金酷 76 平台》合作 的公司,V76 的應用場景從而得以擴大。 V76 進一步介紹請參考 V76 白皮書:www.goldpay76.com 1 董事會認為,雖然結合人工智能的業務和加密貨幣使用已是大勢所趨,然而此項 目未來對本集團的貢獻尚未能確定。 本公司股東及潛在投資者於買賣本公司股份時務請審慎行事。 承董事會命 誼礫控 ...
RWA市场突破30万亿预期,XBIT布局稳定币桥接实体资产战略升维
Sou Hu Cai Jing· 2025-10-09 05:18
Core Insights - The tokenization of Real World Assets (RWA) is rapidly transforming the investment landscape, with the market projected to reach $30 trillion by 2034, indicating a deepening intersection between traditional finance and the crypto world [1] - XBIT decentralized exchange is providing essential infrastructure support for the integration of stablecoins and RWA assets, facilitating this transformation [1] Group 1: Technological Advancements - A significant technological breakthrough has occurred with the integration of Chainlink CCIP into the Jovay protocol, enhancing cross-chain infrastructure for RWA [3] - The Jovay protocol aims to increase its throughput from 20,000 TPS to 100,000 TPS, which, combined with Chainlink's infrastructure, will greatly improve the operational efficiency of the institutional RWA market [3] - XBIT is integrating advanced cross-chain technology to provide users with easier access to the RWA market, promoting the fusion of traditional and digital assets [3] Group 2: Traditional Finance Engagement - Traditional financial institutions are actively exploring the tokenization of real assets, as evidenced by the recent $57 million private equity investment in Derin Holdings, which focuses on tokenizing stakes in notable tech companies [4] - XBIT is emerging as a crucial bridge between traditional finance and crypto assets, offering a reliable trading environment and innovative financial products to facilitate participation in the RWA market [4] Group 3: Role of Stablecoins - Stablecoins are showing remarkable growth potential, with USDT's market cap reaching $175 billion and USDC at $75 billion, increasingly replacing SWIFT for small to medium-sized transfers [6] - In the RWA ecosystem, stablecoins serve three key roles: as value anchoring tools, liquidity mediums for asset conversion, and settlement layer infrastructure to ensure transaction efficiency and security [6] - XBIT is optimizing trading pairs and liquidity pools for stablecoins, enhancing the pricing and circulation mechanisms for RWA assets [6] Group 4: Regulatory Environment - The healthy development of the RWA market requires supportive regulatory frameworks, with ongoing efforts in the U.S. to advance the "Clarity Act" for cryptocurrency market structure [8] - XBIT prioritizes compliance and actively aligns with regulatory requirements to provide secure trading services, while monitoring global policy developments, such as the digital yuan pilot in Hong Kong [8] - The evolving regulatory landscape, along with technological advancements and traditional finance's entry, presents unprecedented opportunities for the RWA market [8] Group 5: Future Outlook - XBIT will continue to deepen its focus on the integration of RWA and stablecoins, leveraging technological innovations to offer diverse asset allocation options [9] - Industry observers believe the next few years will be critical for the RWA market, with platforms effectively connecting traditional finance and the crypto world playing significant roles in this transformation [9]
BNB Chain News: Meme Season Hits, BNB Flips XRP
Yahoo Finance· 2025-10-08 15:36
Core Insights - The BNB Chain sector is experiencing significant growth, with a market capitalization increase of over $44 billion, representing a 16.7% week-on-week rise [2] - BNB has surpassed XRP to become the third-largest cryptocurrency, reaching an all-time high of over $1,330 after a 27.6% increase in one week [2] - The top four tokens in the BNB Chain have shown remarkable performance, each gaining upwards of 400% [3] BNB Chain Market Performance - BNB Chain has seen a major uptick in key on-chain metrics, including daily transactions, revenue, and total fees, making it the most popular chain for on-chain trading, surpassing Solana [4] - The meme sector within BNB Chain is thriving, with approximately 70% of meme traders currently in profit, led by tokens such as 4, 币安人生, and Four [5] Recent Developments - YZi Labs has launched a $1 billion fund to support founders in various sectors including AI, DeFi, and wallets on the BNB Chain [6] - An account breach of the official BNB Chain X account occurred on October 1, but access has been restored and warnings have been issued [7]
双碳研究 | 风电驱动比特币挖矿:索鲁纳联手嘉楠布局德州20兆瓦项目
Sou Hu Cai Jing· 2025-10-08 00:24
Core Insights - Soluna and Canaan Inc. have partnered to deploy 20 megawatts of Bitcoin mining machines at a wind-powered data center in Texas, addressing the growing demand for Bitcoin mining and AI-related computational power [3][4] - The collaboration emphasizes the importance of renewable energy-driven data centers in energy-intensive applications like Bitcoin mining and AI, positioning Soluna as a green data center developer and Canaan as a key player in North America [3][4] Group 1 - The deployment plan will be implemented in the first quarter of 2026, with a computational capacity of approximately 1 exahash per second [4] - The Avalon A15 XP mining machines are designed for high efficiency and resilience, showcasing both companies' commitment to sustainability [4][5] - The "Dorothy Project" data center operates primarily on behind-the-meter wind power while also connecting to the grid, ensuring performance stability and competitive cost efficiency [4][6] Group 2 - The partnership marks a significant milestone for Soluna in expanding its "renewable energy + computational power" model, converting growing wind power capacity into actual revenue [6][7] - Canaan aims to reduce mining energy costs and expand its market share in North America by leveraging Soluna's wind power resources amid rising global demand for blockchain infrastructure [6][7] - Both companies are demonstrating that large-scale computational operations can coexist with sustainable development [7]
孙宇晨积极布局,波场TRON接入PayPal稳定币新赛道
Sou Hu Cai Jing· 2025-10-07 14:48
Core Insights - PayPal's stablecoin PYUSD is set to launch on the TRON network through Stargate Hydra, marking a significant collaboration between traditional payment systems and blockchain technology [1][6] - This partnership is seen as a crucial step in expanding the circulation channels for stablecoins, with TRON becoming a central platform for this strategic initiative [1][2] Group 1: Technological Advancements - TRON has enhanced its transaction processing speed to 8,300 transactions per second and reduced block confirmation time to 0.5 seconds, providing robust technical support for large-scale payment scenarios [4] - The network has achieved a cumulative transfer volume exceeding $21 trillion, with over 332 million on-chain accounts and a total locked value of $28 billion [2][4] Group 2: Market Impact - The integration of PYUSD on TRON is expected to create a new financial market that operates around the clock and transcends geographical limitations, supported by TRON's scale advantages [2][6] - The collaboration signifies a recognition of TRON's technical capabilities and aligns with the vision of building an efficient and open settlement infrastructure [6] Group 3: Leadership and Vision - TRON's founder, Justin Sun, has been instrumental in driving the technological and ecological development of the network, positioning it as a core pillar in the digital finance sector [2][6] - The recent achievements, including winning the "Best Blockchain Innovator" award at the AI Agent hackathon, highlight TRON's forward-looking approach in technology integration [4]
Soluna Holdings(SLNH.US)大涨超16% 九月比特币产量上升
Zhi Tong Cai Jing· 2025-10-07 14:23
Core Insights - Soluna Holdings (SLNH.US) experienced a significant stock increase of over 16%, reaching $2.10, following the announcement of its September Bitcoin mining results [1] Group 1: Mining Performance - In September, Soluna mined a total of 8.7 Bitcoins, a notable increase from 7.4 Bitcoins in August [1] - The company's self-mining hash rate reached 658 PH/s in September, up from 526 PH/s in August, indicating a continuous improvement in mining capacity [1] - The growth in hash rate is attributed to equipment upgrades and enhanced energy utilization efficiency [1] Group 2: Strategic Developments - The company disclosed several key developments, including a settlement with NYDIG [1] - Soluna has re-complied with Nasdaq's continued listing requirements [1] - The company completed a credit facility arrangement with a maximum amount of $100 million [1] - A strategic partnership was established with mining equipment manufacturer Canaan Inc. (CAN.US) [1]