【fully automated crypto strategy backtesting platform tool】
发布时间：2026-04-04 10:54:54 来源：Unified Summit Risk 作者：Strategy Optimization
-
In Jack Dorsey's view of the world,fully automated crypto strategy backtesting platform tool 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：Jack Dorsey says AI should replace the middle manager after Block cuts 4,000 jobs
- 下一篇：Bitcoin ETFs post first monthly inflows since October as price stabilizes
- How Trade Automation supports smarter execution 115
- Key benefits of Multi Exchange Trading for modern traders 346
- Key benefits of Multi Exchange Trading for modern traders 666
- What makes a strong solution for Paper Trading 969
相关文章
- Jamie Dimon signals JPMorgan entry into prediction markets as competition surges
- The bitcoin treasury boom is unwinding as some companies and governments sell holdings
- Beyond T-bills: OpenEden introduces tokenized high-yield corporate bond
- Ripple Treasury puts XRP and RLUSD inside corporate finance for the first time
- Cango raises capital as it faces NYSE delisting risk with shares below $1
- Jack Dorsey says AI should replace the middle manager after Block cuts 4,000 jobs
- Bitcoin ETFs post first monthly inflows since October as price stabilizes
- The bitcoin treasury boom is unwinding as some companies and governments sell holdings
- OpenAI raises a record $122 billion as revenue crosses $2 billion per month
- Citadel-backed EDX Markets applies for U.S. trust charter to expand institutional crypto services
- Solana DeFi platform Drift confirms 'active attack' as $200M+ leaves platform
- Smart money is hedging bitcoin more aggressively than ether :Crypto Daybook Americas
- Grayscale’s research head says tokenization will happen in waves and explains how to play it
- The bitcoin treasury boom is unwinding as some companies and governments sell holdings
- Bitcoin ETFs post first monthly inflows since October as price stabilizes
- Crypto rebounds as oil dips on Trump comments, but derivatives signal weak conviction
- Bitcoin traders keep chasing Trump’s Iran noise. The real signals are elsewhere.
- Jack Dorsey says AI should replace the middle manager after Block cuts 4,000 jobs
- Franklin Templeton launches crypto division with 250 Digital acquisition
- Uniswap Foundation held $85.8M at year-end, committed $26M in grants during 2025
随便看看
How Signal Execution improves daily trading workflows 767
How Multi Exchange Trading supports smarter execution 446
What makes a strong solution for Algorithmic Trading 752
Advanced insights into Quantitative Trading 863
- Copyright © 2026 Powered by 【fully automated crypto strategy backtesting platform tool】,Unified Summit Risk sitemap