【fully automated crypto market analysis platform for quantitative researchers】
发布时间：2026-04-04 09:01:15 来源：Vertex Review 作者：Portfolio Management
-
In Jack Dorsey's view of the world,fully automated crypto market analysis platform for quantitative researchers the job most at risk from the AI revolution is the middle manager.\n\nDorsey argues in a new essay , "From Hierarchy to Intelligence," published with Roelof Botha, Sequoia Capital's managing partner, an investor in Block, that his company's decision to cut approximately 4,000 of its more than 10,000 employees was not a cost reduction but a permanent restructuring to replace middle managers with AI.\n\nCorporate hierarchy, the essay argues, has always existed to solve one problem: routing information through organizations too large for any single person to oversee.\n\nManagers aggregate context from below, act as messengers from above, and maintain alignment across teams. AI can now perform those functions continuously and at scale, the authors argue, making the messenger redundant.\n\nIn place of management layers, Dorsey and Botha proposes two AI-driven "world models."\n\nOne aggregates internal data from code, decisions, workflows, and performance metrics to create a continuously updated picture of company operations, replacing the context that managers traditionally carried.\n\nThe other maps customer and merchant behavior using transaction data from Cash App and Square.\n\nThose models feed what Block calls an “intelligence layer” that composes financial products dynamically to fit market demand.\n\nIf done properly, the models absorb the coordination work that previously justified the existence of middle management.\n\nRather than building from fixed roadmaps, the essay proposes breaking Block’s business into modular capabilities, including payments, lending, card issuance and payroll.\n\nWhen the system identifies a need, the essay’s example is a merchant facing a seasonal cash flow gap, it assembles a solution from existing capabilities. When it cannot, the missing capability defines what gets built next, replacing the product roadmap with a system-generated backlog.\n\nThe organizational structure is reduced accordingly. Block plans to operate with three roles: individual contributors who build the system, directly responsible individuals who own specific outcomes on 90-day cycles, and player-coaches who remain hands-on while developing people.\n\nDorsey told Wired in early Marchthe restructuring was triggered by a capability shift he observed in December in tools including Anthropic’s Opus 4.6 and OpenAI’s Codex 5.3, which he said was now capable of operating effectively in large codebases.\n\nBut current and former Block employees told the Guardian that roughly 95% of AI-generated code changes still require human modification, and that AI tools cannot yet lead in regulated areas like banking and money transfers.
- 上一篇：Brazil's B3 exchange to offer bitcoin-linked 'event contracts' for the ultra-rich
- 下一篇：Citadel-backed EDX Markets applies for U.S. trust charter to expand institutional crypto services
- Bitcoin trims big loss, stocks erase 2% decline, as Iran signals cooperation on key shipping route
- Crypto rebounds as oil dips on Trump comments, but derivatives signal weak conviction
- The bitcoin treasury boom is unwinding as some companies and governments sell holdings
- CoinDesk 20 performance update: Bitcoin (BTC) trades flat while altcoins rise
相关文章
- Beyond T-bills: OpenEden introduces tokenized high-yield corporate bond
- What traders should know about Order Management 597
- Why Signal Execution matters in volatile markets 907
- Advanced insights into Paper Trading 189
- Ripple Treasury puts XRP and RLUSD inside corporate finance for the first time
- Common mistakes to avoid with Bot Performance 316
- Common mistakes to avoid with Futures Trading 270
- How Mobile Trading App supports long term strategy development 959
- CoinDesk 20 performance update: Avalanche (AVAX) gains 4% as index moves higher
- How Signal Execution supports long term strategy development 547
- Jamie Dimon signals JPMorgan entry into prediction markets as competition surges
- Beginner guide to Spot Trading 931
- Common mistakes to avoid with Futures Trading 510
- How Automated Crypto Trading improves daily trading workflows 881
- The Protocol: Quantum computing could break Bitcoin sooner, says Google
- How Signal Execution improves daily trading workflows 287
- What makes a strong solution for Paper Trading 169
- Common mistakes to avoid with Market Analysis 853
- Brazil's B3 exchange to offer bitcoin-linked 'event contracts' for the ultra-rich
- How Risk Management improves daily trading workflows 824
随便看看
Bitcoin, ether, solana slide further as Trump threatens to hit Iran 'extremely hard'
CoinDesk 20 performance update: index falls 4.5% as all constituents trade lower
Oil trader takes $17 million hit as tokenized crude rivals bitcoin liquidations
Franklin Templeton launches crypto division with 250 Digital acquisition
- Copyright © 2026 Powered by 【fully automated crypto market analysis platform for quantitative researchers】,Vertex Review sitemap