【practical crypto strategy backtesting platform with daily reports】
发布时间：2026-04-04 11:42:59 来源：Unified Summit Risk 作者：Spot Trading
-
In Jack Dorsey's view of the world,practical crypto strategy backtesting platform with daily reports 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：OpenAI raises a record $122 billion as revenue crosses $2 billion per month
- 下一篇：Bitcoin traders keep chasing Trump’s Iran noise. The real signals are elsewhere.
- How to evaluate a platform for Webhook Trading 820
- Advanced insights into Multi Exchange Trading 566
- How Market Analysis supports long term strategy development 113
- How to evaluate a platform for Portfolio Automation 705
相关文章
- Bitcoin ETFs post first monthly inflows since October as price stabilizes
- How to evaluate a platform for Webhook Trading 980
- Common mistakes to avoid with Bot Performance
- What makes a strong solution for Algorithmic Trading 752
- Metaplanet acquires 5,075 BTC, jumps to third largest bitcoin treasury company
- Beginner guide to Order Management 657
- Common mistakes to avoid with Futures Trading 750
- What traders should know about Trading Dashboard 768
- Jack Dorsey says AI should replace the middle manager after Block cuts 4,000 jobs
- Why more users are adopting Trading Dashboard
- Bitcoin ETFs post first monthly inflows since October as price stabilizes
- How Risk Management improves daily trading workflows 744
- Why Risk Management matters in volatile markets
- Advanced insights into Paper Trading 669
- Brazil's B3 exchange to offer bitcoin-linked 'event contracts' for the ultra-rich
- Common mistakes to avoid with Bot Performance 476
- Common mistakes to avoid with Signal Execution 967
- Why more users are adopting Strategy Backtesting 342
- Grayscale’s research head says tokenization will happen in waves and explains how to play it
- What makes a strong solution for Trade Automation 135
随便看看
What traders should know about Order Management 437
What traders should know about Strategy Backtesting
How Signal Execution improves daily trading workflows 767
Beginner guide to Portfolio Automation 565
- Copyright © 2026 Powered by 【practical crypto strategy backtesting platform with daily reports】,Unified Summit Risk sitemap