# Сопутствующие статьи по теме Innovation

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

Will Middle Management Be Replaced by AI? What Will the Future Company Structure Look Like

The article explores whether AI will eliminate middle management and reshape future corporate structures. It traces the historical evolution of organizations—from Roman military units to modern corporations—showing how hierarchical systems emerged to manage information flow under the constraint of limited "span of control." Middle management, matrix structures, and bureaucratic systems were all solutions to coordination challenges in information-scarce environments. AI, however, challenges this foundational premise. By enabling real-time modeling, understanding, and distribution of information, AI could replace human-centric coordination mechanisms. Examples like the AI firm "Moon Dark Side" illustrate radical experiments: no departments, titles, or traditional KPIs, with co-founders directly managing large teams and AI agents handling tasks from data processing to code generation. Block (founded by Jack Dorsey) is presented as a case study in building an "intelligent company." This model relies on two core components: a "company world model" (a real-time understanding of internal operations via digital traces) and a "customer world model" (built from real behavioral data, especially financial transactions). An intelligence layer uses these models to dynamically combine capabilities (e.g., payments, lending) to serve customers proactively, without pre-defined product roadmaps. In this structure, traditional roles shift. Middle managers are replaced by a system that handles coordination, while humans focus on individual contributions (ICs), direct responsibility (DRIs), or player-coach roles. The organization becomes flatter, faster, and more adaptive. The article concludes that AI is not just a tool for efficiency but a transformative force that could redefine organizational design, moving companies from human-led hierarchies to system-driven intelligence.

marsbit04/01 08:11

Will Middle Management Be Replaced by AI? What Will the Future Company Structure Look Like

marsbit04/01 08:11

The Unchanging Foundation Through Bull and Bear Markets: On the Occasion of BitMart's 8th Anniversary

BitMart Celebrates 8 Years: A Journey of Compliance, Security, and Ecosystem Growth As the cryptocurrency industry matures, centralized exchanges (CEXs) face two major challenges: regulatory compliance and ecosystem development. BitMart, now celebrating its 8th anniversary, has established itself through a strong commitment to both. Founded in 2017 in the U.S., BitMart prioritized regulatory compliance from the start. By early 2026, it achieved full compliance across all 50 U.S. states and territories, becoming one of the few crypto exchanges operating legally nationwide. Security is another cornerstone. BitMart employs a multi-layered defense system: 99% of user assets are stored in cold wallets, MPC technology secures key management, and advanced protocols like WAF and XDR protect the platform. It also collaborates with institutional custodians and maintains a large blacklist database for AML monitoring. Ecosystem growth has been central to BitMart’s strategy. In 2025, it upgraded its trading systems, achieving ultra-low latency and high throughput. The platform listed 1,193 assets, nearly 50% of which were first listings, with 93 assets surging over 1,000%. BitMart expanded into PayFi with BitMart Card, travel bookings, P2P trading, and RWA-linked products. It also introduced AI tools like X Insight and Beacon Trading Assistant, and launched a Web3 wallet in 2026 to streamline on-chain transactions. By the end of 2025, BitMart had over 13 million users, 1,700+ trading pairs, and saw its native token BMX grow 445% in market cap. Rather than seeking shortcuts, BitMart has consistently chosen the path of long-term, sustainable growth—building trust through compliance, security, and innovation.

Odaily星球日报03/31 06:24

The Unchanging Foundation Through Bull and Bear Markets: On the Occasion of BitMart's 8th Anniversary

Odaily星球日报03/31 06:24

New U.S. AI Policy: Ending the Era of '50 Laboratories,' Washington Opens a New Wide Door

The U.S. is shifting from a fragmented, state-by-state regulatory approach for AI to a unified federal framework, echoing the historical centralization seen with the Interstate Commerce Act of 1887. While this move promises to reduce compliance burdens and enhance competitiveness against global rivals like China, it fundamentally represents a consolidation of regulatory power in Washington. The new policy aims to establish federal preemption over state laws, creating a single set of rules to streamline innovation and maintain U.S. leadership in AI’s scale-driven economy. However, this centralization also risks increased federal control over time, potentially limiting flexibility and introducing future regulatory uncertainties. The framework addresses key areas like child protection, energy costs, intellectual property, and free speech but relies on existing laws and courts rather than a new dedicated agency. Compared to the EU’s safety-first and China’s state-led models, the U.S. prioritizes market scale and innovation speed. For startups, compliance may simplify in the short term, but long-term risks include political volatility and unresolved legal gray areas, particularly around data usage and intellectual property. Ultimately, the era of state-level "laboratories" is ending, replaced by a more efficient but centrally controlled federal "factory."

marsbit03/30 05:55

New U.S. AI Policy: Ending the Era of '50 Laboratories,' Washington Opens a New Wide Door

marsbit03/30 05:55

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