# Decentralized Related Articles

HTX News Center provides the latest articles and in-depth analysis on "Decentralized", covering market trends, project updates, tech developments, and regulatory policies in the crypto industry.

Dialogue with IOTA Foundation's Jens: From Kenya to the UK, TWIN Propels Global Trade into the '5-Minute' Era

**Summary: IOTA's TWIN Project is Speeding Up Global Trade** Jens Munch Lund-Nielsen, Head of Global Trade & Supply Chain at the IOTA Foundation, discusses how the TWIN (Trade and Logistics Information Network) project is addressing long-standing inefficiencies in global trade. Traditionally, cross-border trade involves numerous parties, extensive paperwork, and delays spanning weeks. TWIN, built on IOTA's decentralized, scalable, and low-cost infrastructure, aims to replace this fragmented, paper-based system with a real-time, trusted, and interconnected digital collaboration layer. As a neutral digital public infrastructure, TWIN allows governments, businesses, and ports to exchange verifiable data and documents without ceding control to a single entity. This solves a core coordination problem that previous, proprietary platforms failed to address due to a lack of trust and neutrality. Key real-world implementations include: * **TLIP in East Africa:** Reduced document retrieval times for flower, coffee, and tea exports from 6-7 hours to ~30 minutes, cutting administrative work by 50-60%. * **UK Ecosystem of Trust Trials:** Provided border agencies with much earlier visibility (up to 20+ hours) of incoming chilled poultry shipments from Poland, enabling better resource planning. * Other pilots focus on supply chain traceability for fruits/vegetables, port efficiency, and critical mineral sourcing. TWIN ensures interoperability across jurisdictions by adopting global standards (e.g., UN/CEFACT data models), leveraging decentralized identity systems (DIDs), and supporting legal frameworks like MLETR. Looking ahead, Jens is optimistic that a trusted "connective layer" like TWIN will scale in the coming years. Its success could fundamentally transform global trade, most notably by helping to close the current $2.5 trillion trade finance gap. By providing lenders with access to verifiable, real-time supply chain data, TWIN could unlock capital and reshape how businesses discover partners and secure financing.

marsbit06/30 02:06

Dialogue with IOTA Foundation's Jens: From Kenya to the UK, TWIN Propels Global Trade into the '5-Minute' Era

marsbit06/30 02:06

Even CZ Praised Hyperliquid as 'Awesome', But Its Biggest Moat Might Also Be Its Biggest Risk

In an episode of Galaxy Brains, Binance founder CZ praised Hyperliquid as "awesome" but clarified that while its product is strong, Binance cannot compete in its specific niche due to Hyperliquid's no-KYC, decentralized model. CZ noted he would not personally operate such a model, highlighting the inherent legal and compliance risks tied to its access advantage. The discussion underscores a core market structure conflict: on-chain perp platforms like Hyperliquid thrive on open, low-barrier access, which regulated exchanges like Binance cannot replicate without abandoning their global compliance posture. However, this very advantage makes Hyperliquid a clear target for regulatory scrutiny. The UK FCA has already issued a warning against Hyperliquid for potentially offering unauthorized services to UK users, framing it as a financial services provider rather than neutral infrastructure. Historical cases like the CFTC's action against bZeroX and Ooki DAO further illustrate that regulators may pursue decentralized structures if they facilitate leveraged trading for retail users without proper controls. Meanwhile, regulated venues like Cboe are developing US-compliant "continuous futures" that mimic perpetual exposure, narrowing the product gap. Hyperliquid's long-term edge may increasingly hinge on its access model—the very feature most exposed to regulatory pressure. The key question is whether its "access premium" can withstand escalating legal challenges as on-chain perps gain mainstream attention.

marsbit06/25 08:32

Even CZ Praised Hyperliquid as 'Awesome', But Its Biggest Moat Might Also Be Its Biggest Risk

marsbit06/25 08:32

Idle Macs Can Also Make Money? An Overview of Eigen Labs' Decentralized AI Inference Network Darkbloom

AI inference is becoming a crucial layer of internet infrastructure, yet it remains largely dependent on costly, capacity-limited centralized systems with potential security risks. Meanwhile, millions of powerful computers sit idle globally. Eigen Labs' Darkbloom network aims to utilize this idle capacity by enabling distributed AI inference on Mac computers, specifically those with Apple Silicon chips. Darkbloom's architecture consists of three components: users who send inference requests, a coordinator (operated by Eigen Labs) that routes these requests, and providers (Mac owners) whose machines run the models and return outputs without being able to see the request content. The system prioritizes privacy through a hardened provider process, software integrity checks, and hardware-supported attestation based on Apple's security architecture to ensure verifiable privacy. Economically, Darkbloom differs from traditional models. It leverages existing hardware, with marginal costs primarily driven by electricity, allowing it to offer pricing roughly 50% lower than major API aggregators. Providers keep 100% of the inference revenue, and the project does not rely on token subsidies; earnings come solely from real AI inference demand. However, early-stage earnings are modest, with top providers currently earning under $6 per day, influenced by factors like hardware specs, uptime, and network demand. The network currently supports models like Google's Gemma 4 and OpenAI's GPT-OSS via OpenRouter. To participate as a provider, users need an Apple Silicon Mac running macOS 14 or later, must install the Darkbloom provider software, and keep the machine online with a stable internet connection.

marsbit06/22 07:16

Idle Macs Can Also Make Money? An Overview of Eigen Labs' Decentralized AI Inference Network Darkbloom

marsbit06/22 07:16

BitTorrent Launches BTTInferGrid: The Decentralized Infrastructure Layer for Scalable AI Inference

BitTorrent has launched BTTInferGrid, a decentralized GPU computing network designed to meet the surging demand for AI inference workloads. The platform aggregates global idle GPU resources into an open-access, verifiable, and pay-as-you-go infrastructure, aiming to solve the cost, scalability, and supply bottlenecks of traditional centralized cloud providers. BTTInferGrid addresses a key market shift, as industry forecasts indicate over 70% of future AI compute will be for inference—a continuous operational cost. It tackles centralization issues like inflexible resource allocation during volatile demand, prohibitive GPU pricing, and the underutilization of fragmented global compute capacity. The platform establishes a direct corridor between AI developers and idle hardware. On the supply side, it allows providers to monetize underutilized GPUs through tokenized incentives. On the demand side, it offers developers cost-efficient, on-demand inference with on-chain verification. Key differentiators include permissionless access for providers, verifiable service quality through blockchain validation, and a sustainable, demand-driven economic model. Built on BitTorrent's proven DePIN expertise from the BitTorrent File System (BTFS), BTTInferGrid follows a phased roadmap. It begins with network bootstrapping in 2026, focusing on scaling GPU nodes, and aims to evolve into a foundational Web3 AI infrastructure layer by 2028, supporting diverse model architectures and decentralized fine-tuning.

TheNewsCrypto06/18 07:33

BitTorrent Launches BTTInferGrid: The Decentralized Infrastructure Layer for Scalable AI Inference

TheNewsCrypto06/18 07:33

imToken's 10th Anniversary Unveils Strategic Direction for the Next Decade: Evolving from a Trusted Main Wallet to a Personal Digital Hub

On its tenth anniversary, decentralized wallet imToken announced its strategic vision for the next decade: evolving from a "trusted main wallet" into a "personal control interface." This new direction aims to help users manage not only digital assets but also identity, permissions, and AI agent actions in an increasingly open and intelligent internet. imToken outlined that while the past decade focused on Store, Send, and Stake—securing assets, enabling transfers, and facilitating network participation—the future introduces a fourth core proposition: Sign. This expanded concept goes beyond transaction signing to encompass expressing intent, granting permissions, setting rules, delegating actions, and revoking authorizations. As AI agents gain autonomy, imToken emphasizes the need for clear, verifiable, and revocable user control over their actions. CEO Ben He stated that imToken's mission is shifting from enabling ownership of digital assets to ensuring user sovereignty over their entire digital world in the AI era. The company's core principle has been upgraded from "Digital Assets, Under Your Control" to "Your Digital World, Under Your Control." Future development will focus on three areas: upholding self-custody principles, extending security from transactions to authorizations and automated actions, and building product capabilities for managing permissions, delegations, policies, and revocations. imToken views the wallet's role as expanding into a trusted control interface for human-AI collaboration, where managing keys, signatures, and permissions forms the infrastructure for personal digital sovereignty. Founded in 2016, imToken serves millions of users across 150+ countries, providing non-custodial wallet services supporting over 50 blockchain networks.

marsbit06/05 06:50

imToken's 10th Anniversary Unveils Strategic Direction for the Next Decade: Evolving from a Trusted Main Wallet to a Personal Digital Hub

marsbit06/05 06:50

Rules Change Mid-Game, Polymarket’s Billion-Dollar Bitcoin Prediction Market Mired in Settlement Controversy

A nearly $150 million prediction market contract on Polymarket is in turmoil after the platform refused to settle in favor of traders who correctly predicted that MicroStrategy (now Strategy) would sell Bitcoin. The core dispute revolves around a sale of 32 BTC, which occurred between May 26-31 but was officially disclosed in an SEC 8-K filing on June 1. The original contract stated it would resolve to "Yes" if Strategy sold any Bitcoin before May 31, 11:59 PM ET, using public disclosures and on-chain data as proof. After the filing on June 1, traders who saw the disclosure rushed to buy "Yes" contracts, believing it was conclusive evidence. However, Polymarket's operators later added a rule that the disclosure itself must occur by the deadline, not just the transaction, invalidating the filing as proof. This retroactive rule change has sparked accusations of market manipulation, leaving traders like "willo2," who invested $527,000, facing total losses. The controversy highlights a deeper structural flaw in Polymarket's decentralized settlement system, which relies on UMA's optimistic oracle. Disputed resolutions are ultimately decided by a vote among UMA token holders, a mechanism critics say is vulnerable to manipulation by large holders ("whales") who can vote in their own financial interest rather than on objective facts. Data suggests a high concentration of voting power and significant overlap between voters and Polymarket traders. The dispute emerges as prediction markets like Polymarket and Kalshi are experiencing massive growth and seeking mainstream financial legitimacy, having recently secured regulatory approval from the U.S. CFTC. However, the incident underscores the unresolved tension between decentralized, token-vote-based settlement and the need for transparent, rules-based outcomes in high-stakes financial contracts.

foresightnews_api06/05 04:08

Rules Change Mid-Game, Polymarket’s Billion-Dollar Bitcoin Prediction Market Mired in Settlement Controversy

foresightnews_api06/05 04:08

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