【professional crypto quant trading platform for advanced traders】
发布时间：2026-04-04 11:56:05 来源：Pro Momentum Research 作者：Futures Trading
-
In Jack Dorsey's view of the world,professional crypto quant trading platform for advanced traders 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：Bitcoin’s crashes are shrinking, and Wall Street is starting to notice
- 下一篇：Solana DeFi platform Drift confirms 'active attack' as $200M+ leaves platform
- How Automated Crypto Trading supports long term strategy development 981
- What makes a strong solution for Quantitative Trading 123
- What makes a strong solution for Execution Speed 958
- Why Mobile Trading App matters in volatile markets 839
相关文章
- The Protocol: Quantum computing could break Bitcoin sooner, says Google
- How to evaluate a platform for Order Management 477
- How Futures Trading improves daily trading workflows 630
- Common mistakes to avoid with Risk Management 544
- Grayscale’s research head says tokenization will happen in waves and explains how to play it
- What makes a strong solution for Paper Trading 489
- How Market Analysis improves daily trading workflows 413
- How Market Analysis improves daily trading workflows 253
- OpenAI raises a record $122 billion as revenue crosses $2 billion per month
- What makes a strong solution for Multi Exchange Trading 466
- Solana DeFi platform Drift confirms 'active attack' as $200M+ leaves platform
- What makes a strong solution for Multi Exchange Trading 466
- Why Mobile Trading App matters in volatile markets 759
- Why Market Analysis matters in volatile markets 873
- Bitcoin’s crashes are shrinking, and Wall Street is starting to notice
- Why Risk Management matters in volatile markets 324
- How Algorithmic Trading supports smarter execution 892
- Key benefits of Paper Trading for modern traders 209
- Crypto rebounds as oil dips on Trump comments, but derivatives signal weak conviction
- How Mobile Trading App improves daily trading workflows 539
随便看看
Common mistakes to avoid with Market Analysis 213
How Bot Performance supports long term strategy development 296
How to evaluate a platform for Spot Trading 911
How Trade Automation supports smarter execution 435
- Copyright © 2026 Powered by 【professional crypto quant trading platform for advanced traders】,Pro Momentum Research sitemap