钛媒体:引领未来商业与生活新知 09月09日
Hyra Network 倡导用户掌控的去中心化 AI 未来
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Hyra Network 正在构建一个“主权 AI 未来”,旨在打破当前由科技巨头主导的 AI 生态系统。该公司利用零知识证明(ZKPs)和去中心化物理基础设施网络(DePIN)技术,允许用户拥有和管理自己的 AI 模型、数据和算力。这种模式通过数学信任确保了 AI 运行的透明度和可验证性,有望在医疗、金融和媒体等关键领域带来更公平、更隐私、更具弹性的 AI 应用。尽管面临技术之外的社会和监管挑战,Hyra Network 正在积极拓展全球市场,尤其看好越南等新兴市场的增长潜力,致力于成为 AI 领域可验证信任的基础层。

🔑 **用户主权 AI 愿景:** Hyra Network 提出“主权 AI 未来”,强调 AI 的所有权和治理权应属于用户和组织,而非集中于少数科技公司。通过去中心化基础设施,用户可以真正拥有、管理和控制自己的 AI 模型、数据和算力,打破对中心化云服务提供商的依赖。

🔐 **零知识证明(ZKP)驱动的信任:** 该网络的核心技术之一是零知识证明,这是一种加密方法,允许 AI 模型的所有者证明其 AI 按照预期运行,而无需泄露底层数据或算法。在计算开始前,模型信息被记录在链上,确保了 AI 运行过程的可验证性,为跨机构、跨司法管辖区建立“数学信任”奠定基础。

🌐 **DePIN 赋能的去中心化算力:** Hyra Network 建立在去中心化物理基础设施网络(DePIN)之上,通过众包全球闲置的计算资源(如 GPU、手机)来构建一个去中心化的云。这种模式降低了开发者的成本,提高了透明度,并为用户提供了更好的隐私和更公平的定价。

📈 **新兴市场的增长潜力:** 尽管面临社会、监管和行为等非技术性挑战,Hyra Network 尤其看好越南等新兴市场的增长前景。随着区块链和去中心化 AI 基础设施的发展,预计在未来 12-24 个月内,这些地区将迎来 AI 和去中心化基础设施的“爆发式增长”。

💡 **AI 可信度的基石:** Hyra Network 的目标是成为跨多个行业的 AI 可验证信任的基础层。无论是医疗领域的透明诊断、金融领域的算法合规性检查,还是媒体领域对抗虚假信息的工具,该公司都在构建一个能够解决“谁控制模型、谁验证模型、谁受益”核心问题的信任架构。

TMTPOST -- In a year defined by growing skepticism of centralized AI platforms and Big Tech dominance, one blockchain-based AI startup is charting a different course. At this year’s DePIN Expo, held on August 27–28 in Hong Kong, Hyra Network made its case for a radically different AI future—one where control doesn’t reside in Silicon Valley boardrooms, but in the hands of users themselves.

The company, which has quietly amassed more than 2.7 million users across 205 countries, is advocating for what it calls a "Sovereign AI Future.” The term was coined by Hyra to describe a system where individuals and organizations own and govern their AI models, data, and compute power, rather than renting them from centralized cloud providers.

“The vision is that AI should be something people own, not just something they use,” said Bui Minh Ngoc, known as “Min”, Hyra’s Head of Fundraising, in an interview with Barron’s, AsianFin, and ChainDD, strategic media partners of the event.


Min is delivering a speech at DePIN Expo 2025.

Min’s remarks reflect a growing sentiment in the tech community: that the next phase of artificial intelligence development must include a transparent, decentralized infrastructure layer—especially as AI begins to influence critical sectors like healthcare, finance, and media.

Hyra’s pitch rests heavily on zero-knowledge proofs (ZKPs), a cryptographic method more often associated with privacy coins than machine learning. The company uses ZKPs to allow model owners to prove that their AI executed as claimed—on specific data, with a specific model—without revealing the underlying inputs or algorithms.

It’s a high-wire act of privacy and accountability.

Before computation begins, Hyra’s system records a cryptographic fingerprint of the model—typically a hash of its architecture and weights—on-chain. When a user submits data, the AI runs locally, and the system produces a proof that each computational step aligned with the published model.

“The point is to create mathematical trust,” Min explained. “Not just between companies and users, but between machines and regulators, across jurisdictions.”

That level of verifiability, proponents argue, could one day allow a regulator to audit a financial algorithm’s decision-making process, or let a patient confirm that an AI-generated medical diagnosis was based on a certified model.

Hyra’s infrastructure hinges on a Decentralized Physical Infrastructure Network (DePIN), a relatively new category of blockchain protocol that crowdsources real-world computing resources—everything from idle GPUs to mobile phones.

Participants contribute computing power to the network and, in return, earn tokens or other rewards. The result is a kind of decentralized cloud, without the data silos or corporate gatekeepers.

For developers, it means lower costs and greater transparency. For users, better privacy and potentially fairer pricing. For Hyra, it’s a wedge into an industry currently dominated by hyperscalers like Amazon Web Services, Google Cloud, and Microsoft Azure.

“This is about more than decentralization—it’s about infrastructure independence,” said Min. “In the long run, we believe a DePIN model is more resilient and more inclusive than traditional cloud systems.”

Despite Hyra’s rapid global expansion—stretching across more than 200 countries—Min was quick to note that technical scalability is only part of the equation.

“The hardest challenges are not technical,” he said. “They’re social, regulatory, and behavioral. Technologies can move fast, but governments, policies, and people’s habits don’t evolve at the same speed.”

That uneven adoption curve is especially pronounced in emerging markets like Vietnam, where Hyra sees massive upside in blockchain and decentralized AI infrastructure.

According to Min, Vietnam is still “in the early stages” of its DePIN journey, but shows strong signs of growth. He believes the country could see “explosive adoption” of AI and decentralized infrastructure in the next 12 to 24 months, driven by grassroots developer activity and growing demand for localized AI services.

Looking beyond 2025, Hyra sees itself as the verifiable foundation layer for AI across multiple industries.

In healthcare, it could provide transparent, auditable diagnostics. In finance, AI decision-making could be subject to algorithmic compliance checks. In media, content could be cryptographically verified to combat misinformation and deepfakes.

These are lofty goals for a company still in its startup phase. But Min argues that the trust architecture Hyra is building could one day be as critical as the AI models themselves.

“The core question for the next decade of AI isn’t just about intelligence,” he said. “It’s about trust. Who controls the models? Who verifies them? And who benefits?”

If Hyra gets its way, the answer to all three questions might increasingly be: everyone.

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Hyra Network 去中心化AI DePIN 零知识证明 主权AI 区块链 AI信任 Hyra Network Decentralized AI DePIN Zero-Knowledge Proofs Sovereign AI Blockchain AI Trust
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