# Сопутствующие статьи по теме Decentralization

Новостной центр HTX предлагает последние статьи и углубленный анализ по "Decentralization", охватывающие рыночные тренды, новости проектов, развитие технологий и политику регулирования в криптоиндустрии.

AI's Cost Dilemma: How Infrastructure Economics Will Reshape the Next Phase of the Market

AI is expanding, but its underlying economic model is fragile. While training cutting-edge models like Claude 3.5 Sonnet costs tens of millions—with future models potentially reaching $1 billion—the real burden is inference costs, which accumulate with each API call and strain startups. Three cloud giants—AWS, Azure, and Google Cloud—control two-thirds of global cloud infrastructure, creating market concentration and supply risks. Top AI labs secure GPU access at near-cost rates (as low as $1.30–$1.90/hour) via strategic partnerships, while smaller players pay retail prices exceeding $14/hour—a 600% premium. Energy consumption is another challenge: data centers already use 1–1.5% of global electricity, and AI’s growth will intensify this demand. Decentralized inference networks like Gonka offer an alternative, aiming to reduce costs (e.g., $0.0009 per million tokens vs. $1.50 for centralized services), increase supply elasticity, and enhance sovereignty by leveraging idle GPUs globally. The AI infrastructure war is just beginning. Centralized providers hold scale advantages, but economic pressures may drive adoption of decentralized models, reshaping value distribution in the AI industry.

marsbit03/26 08:14

AI's Cost Dilemma: How Infrastructure Economics Will Reshape the Next Phase of the Market

marsbit03/26 08:14

Ethereum Unveils Post-Quantum Security Roadmap For Institutions

Ethereum has publicly formalized its post-quantum security roadmap, targeting a critical threat to its cryptographic foundations. Presented at the Institutional Ethereum Forum, researcher Will Corcoran outlined the risks quantum computers pose to elliptic-curve cryptography, which secures validator attestations, transactions, and wallet signatures. The core challenge is not just replacing signatures but managing the trade-offs: the proposed hash-based scheme, LeanSig, is significantly larger than current BLS signatures, threatening bandwidth and decentralization if naively implemented. Ethereum's solution pairs LeanSig with a STARK-based aggregation engine called Lean Multisig to compress signature data, making it viable. With a cryptographically relevant quantum computer estimated by 2032, Ethereum is targeting key upgrades for its 2029 hard fork. The effort, involving extensive research and testing, is positioned to set a new industry standard for all proof-of-stake blockchains facing this unavoidable scaling problem.

bitcoinist03/24 16:02

Ethereum Unveils Post-Quantum Security Roadmap For Institutions

bitcoinist03/24 16:02

Cardano Founder Unveils Midnight Rollout Plan As Mainnet Launch Begins

Cardano founder Charles Hoskinson has announced the start of the federated mainnet phase for Midnight, a privacy-focused blockchain. The launch is being conducted gradually with daily operational checkpoints to ensure network stability. Initially, the mainnet is running in a guarded mode with limited transactions and dApp deployments. Federated node operators, including Google Cloud, Telegram, and MoneyGram, are managing the rollout. The first user-facing feature is DUST generation, accessible via Lace wallet. Hoskinson emphasized Midnight's complex architecture, which integrates zero-knowledge proofs and spans both public and private ledgers. Future upgrades will introduce composable contracts, cross-chain intents, and governance features, though full decentralization is expected to take 6–12 months due to the broad distribution of tokens via a "glacier drop."

bitcoinist03/24 11:32

Cardano Founder Unveils Midnight Rollout Plan As Mainnet Launch Begins

bitcoinist03/24 11:32

Ethereum Foundation Publishes Article: Restructuring the Division of Labor Between L1 and L2 to Build the Ultimate Ethereum Ecosystem

The Ethereum Foundation outlines a new vision for the relationship between Ethereum L1 and L2 networks, emphasizing a symbiotic evolution where each layer plays a complementary role. The goal is to scale Ethereum as a unified ecosystem while preserving its core properties (CROPS: censorship resistance, openness, privacy, security). L1 will serve as the global settlement layer, maximizing decentralization, security, and liquidity for DeFi, while scaling significantly without compromising its foundational values. L2s, meanwhile, will focus on differentiation, customization, and innovation—offering specialized features, privacy, compliance, non-EVM functionality, and faster iteration—which L1 cannot provide. L2s benefit from Ethereum ecosystem security, low-cost infrastructure, access to users, developers, and interoperability. In return, L2s strengthen Ethereum’s network effects, drive ETH demand, and expand its reach. The Foundation is committed to scaling L1 (e.g., via blobs), enhancing L1-L2 interoperability, developing native rollups, and promoting transparency in L2 security claims. The future involves a collaborative multi-chain ecosystem where L2s compete and cooperate, anchored by a robust L1.

marsbit03/24 06:29

Ethereum Foundation Publishes Article: Restructuring the Division of Labor Between L1 and L2 to Build the Ultimate Ethereum Ecosystem

marsbit03/24 06:29

From "Global Computer/Settlement Layer" to "Bulletin Board": What Are Ethereum and Vitalik Trying to Achieve?

From "World Computer" to "Public Bulletin Board": Ethereum's New Vision For years, Ethereum has been widely viewed as a "world computer" or "global settlement layer," executing smart contracts and powering DeFi and NFTs. However, Vitalik Buterin recently proposed a fundamental shift in perspective: Ethereum's core value may not be its smart contract functionality, but rather a simpler primitive—a cryptographically secure, globally shared "public bulletin board." This "bulletin board" represents a neutral, uncensorable data availability layer. Anyone can read or write data to it, but no single entity—not even a government or Vitalik himself—can alter or erase it. This makes it ideal for applications like secure online voting (where votes are verifiable yet private), certificate revocation lists, and decentralized governance, where the need is not for complex computation but for immutable, publicly verifiable data storage. Technically, upgrades like EIP-4844 (Blob data) and the upcoming PeerDAS are expanding this "board's" capacity, aiming to make Ethereum the highest-security data attestation layer. The rise of AI further underscores the need for such a system. Current AI services tie user queries to real identities. Proposals like ZK API Usage Credits suggest using Ethereum and zero-knowledge proofs to enable anonymous AI API calls, where users prove they have usage credits without revealing who they are. Additionally, AI agents lack legal identities; Ethereum can serve as their economic coordination layer for transactions, staking, and reputation. This repositioning from "world computer" to "bulletin board" is not a reduction in ambition but a pragmatic evolution. It shifts the focus from what the technology can do to what the world actually needs—a foundational, trustless data infrastructure. Like TCP/IP for the internet, Ethereum aims to be the indispensable base layer upon which essential applications, especially in the AI era, can be built. Its ultimate value lies in providing a permanent, tamper-proof record of truth.

marsbit03/23 15:37

From 'Global Computer/Settlement Layer' to 'Bulletin Board': What Are Ethereum and Vitalik Trying to Achieve?

In a significant shift of perspective, Vitalik Buterin recently proposed that Ethereum's core value may not lie in its function as a "world computer" or "global settlement layer," but rather as a simple yet powerful primitive: a cryptographically secure, globally shared "public bulletin board." This concept emphasizes data availability—a neutral, uncensorable, and permanent data layer where anyone can read and write information, but no single entity (including governments or developers) can alter or erase it. This "global shared memory" supports applications like secure voting systems, certificate revocation lists, and decentralized coordination—scenarios that require verifiable and tamper-proof data publishing rather than complex on-chain execution. The emergence of AI further validates this direction. As AI agents and services grow, so does the need for privacy-preserving and trustless interactions. Proposals like ZK API Usage Credits illustrate how Ethereum can enable anonymous AI model access and agent-to-agent economic coordination, relying precisely on the blockchain’s transparent and immutable data layer. Rather than a step back, this reframing represents a maturation of Ethereum’s vision—from defining what it can do to serving as essential infrastructure for what the world truly needs: a foundational layer of truth in an increasingly automated and opaque digital era.

marsbit03/22 07:06

Dialogue with 'The Network State' Author Balaji: The American System is Collapsing, Bitcoin is the Escape Plan

In a Bitcoin Magazine podcast, Balaji Srinivasan, author of "The Network State," argues that Bitcoin serves as both an alarm and an escape hatch from the collapsing U.S. system. He advocates for "network states"—cloud-first communities that later acquire physical land—as a new model for societal organization, contrasting with traditional states. These digital tribes, bound by shared values, would use internal cryptocurrencies and AI, with Bitcoin as the universal inter-tribal currency. Balaji describes the U.S. as descending into "warlord anarchism," where decentralized technologies exacerbate political divisions, eroding trust and consensus. He predicts the dollar's credibility will evaporate as Bitcoin gains dominance, representing a new "cryptocivilization" based on property rights, strict contracts, and transparent, automated governance. For individuals, he advises: "Cash out, emigrate, and move fast." He emphasizes that geographic location is more critical than asset allocation, recommending converting assets to crypto, renting instead of owning property, and securing a second passport. To salvage the current system, he calls for unleashing technological innovation, like humanoid robots, by freeing entrepreneurs like Elon Musk from regulatory constraints.

marsbit03/20 03:44

Dialogue with 'The Network State' Author Balaji: The American System is Collapsing, Bitcoin is the Escape Plan

marsbit03/20 03:44

Billions Evaporated, Faith Shattered: How Do Crypto Believers Hold Their Ground in the Winter?

The crypto market experienced a severe downturn, with $2 trillion in value wiped out and major cryptocurrencies like Bitcoin and Ethereum plunging. Despite the "crypto winter," core believers like Meltem Demirors, Michael Novogratz, and Cathie Wood remain steadfast, viewing crypto as a philosophical movement rather than just a financial asset. They argue that crypto’s value stems from decentralization, privacy, and individual sovereignty—principles that challenge traditional financial systems. The article traces crypto’s evolution from its origins with Bitcoin’s 2008 whitepaper, through the rise of Ethereum and smart contracts, to the mainstream adoption and subsequent crashes, including the collapses of Terra/Luna, Three Arrows Capital, and FTX. It highlights the regulatory crackdown by the SEC under Gary Gensler and the industry’s growing political influence, notably during the 2024 U.S. elections. Despite internal divisions between idealists and speculators, and external pressures from regulators, crypto has penetrated mainstream finance, with institutional adoption and significant political lobbying. The core question remains: Has crypto betrayed its original decentralized, anti-establishment ideals, or is it successfully transforming the system from within? Amid the volatility, true believers continue to hold firm.

比推03/18 12:25

Billions Evaporated, Faith Shattered: How Do Crypto Believers Hold Their Ground in the Winter?

比推03/18 12:25

VIP Believers in the Crypto Winter: Billions Evaporated, Why Do They Still Hold On?

Amid a brutal crypto winter that wiped out trillions in market value, a core group of believers remains steadfast. This Vanity Fair article explores the "VIP faithful" who continue to buy and hold despite catastrophic crashes, regulatory crackdowns, and industry scandals. Key figures like Galaxy Digital's Michael Novogratz, ARK Invest's Cathie Wood, and early investors like Meltem Demirors are portrayed not as mere speculators, but as participants in what they describe as a "religious movement." The piece traces crypto's evolution from its ideological origins in the 2008 Bitcoin whitetimepaper—a response to centralized financial system failures—to its mainstream adoption and subsequent commodification. The article highlights the deep internal rift between two groups: the original "believers" who champion decentralization and individual sovereignty, and the "grifters" and "tourists" who joined during boom cycles, turning crypto into a casino. It details the rise of NFTs through platforms like OpenSea, the catastrophic collapses of Terra/Luna and FTX, and the intense regulatory witch hunt led by the SEC under Gary Gensler. Ultimately, the narrative questions whether crypto's inevitable march into the mainstream—evidenced by political lobbying, institutional adoption, and even a Trump meme coin—represents a betrayal of its founding ideals or the ultimate validation of its success. Through booms, busts, and regulatory battles, the true believers stand firm,坚守信仰 (holding faith) in the face of the enduring crypto winter.

Odaily星球日报03/18 09:16

VIP Believers in the Crypto Winter: Billions Evaporated, Why Do They Still Hold On?