时间：2026-04-04 08:14:24 来源：RealTime Helix Strategies Portal

In Jack Dorsey's view of the world,reliable crypto quant trading platform for dca automation 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：Crypto Long & Short: Governance is the real Layer 1
下一篇：Smart money is hedging bitcoin more aggressively than ether :Crypto Daybook Americas

• ·Metaplanet acquires 5,075 BTC, jumps to third largest bitcoin treasury company
• ·How to evaluate a platform for Spot Trading
• ·Beginner guide to Strategy Backtesting 702
• ·What makes a strong solution for Paper Trading 329
• ·Grayscale’s research head says tokenization will happen in waves and explains how to play it
• ·Why Risk Management matters in volatile markets 644
• ·Advanced insights into Paper Trading 829
• ·How Paper Trading supports smarter execution 389
• ·Galaxy Digital's testnet suffers hack but no client funds or information were compromised
• ·Why Automated Crypto Trading matters in volatile markets 941
• ·Key benefits of Quantitative Trading for modern traders 883
• ·What traders should know about Webhook Trading 220
• ·Solana DeFi platform Drift confirms 'active attack' as $200M+ leaves platform
• ·How Market Analysis supports long term strategy development 513
• ·Key benefits of Multi Exchange Trading for modern traders 106
• ·How Trade Automation supports smarter execution 595