【smart crypto market analysis platform with risk management】
发布时间：2026-04-04 00:55:19 来源：Ultra Pulse Insights Daily 作者：Trading Strategies
-
In Jack Dorsey's view of the world,smart crypto market analysis platform with risk management 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：Galaxy Digital's testnet suffers hack but no client funds or information were compromised
- 下一篇：Bitcoin traders keep chasing Trump’s Iran noise. The real signals are elsewhere.
- Bitcoin ETFs post first monthly inflows since October as price stabilizes
- Oil trader takes $17 million hit as tokenized crude rivals bitcoin liquidations
- Oil shock, Iran war risk keep crypto investors on sidelines: Grayscale
- Crypto for Advisors: Crypto custody’s evolution
相关文章
- Smart money is hedging bitcoin more aggressively than ether :Crypto Daybook Americas
- What traders should know about Order Management 357
- Why more users are adopting Strategy Backtesting 182
- What traders should know about Order Management
- Jamie Dimon signals JPMorgan entry into prediction markets as competition surges
- Why Automated Crypto Trading matters in volatile markets 621
- How Bot Performance improves daily trading workflows 436
- How Paper Trading supports smarter execution 469
- Smart money is hedging bitcoin more aggressively than ether :Crypto Daybook Americas
- How Signal Execution supports long term strategy development 387
- Metaplanet acquires 5,075 BTC, jumps to third largest bitcoin treasury company
- How to evaluate a platform for Strategy Backtesting 202
- Beginner guide to Spot Trading 851
- Common mistakes to avoid with Mobile Trading App 899
- Bitcoin ETFs post first monthly inflows since October as price stabilizes
- Common mistakes to avoid with Signal Execution 727
- Advanced insights into Quantitative Trading 143
- Why Automated Crypto Trading matters in volatile markets 861
- Citadel-backed EDX Markets applies for U.S. trust charter to expand institutional crypto services
- How Futures Trading improves daily trading workflows 310
随便看看
Citadel-backed EDX Markets applies for U.S. trust charter to expand institutional crypto services
Bitcoin traders keep chasing Trump’s Iran noise. The real signals are elsewhere.
Beyond T-bills: OpenEden introduces tokenized high-yield corporate bond
Crypto Long & Short: Governance is the real Layer 1
- Copyright © 2026 Powered by 【smart crypto market analysis platform with risk management】,Ultra Pulse Insights Daily sitemap