【web based automated crypto trading system for quantitative researchers】
发布时间：2026-04-04 10:53:51 来源：Instant Block Strategies 作者：Trading Signals
-
In Jack Dorsey's view of the world,web based automated crypto trading system for quantitative researchers 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：Citadel-backed EDX Markets applies for U.S. trust charter to expand institutional crypto services
- 下一篇：The bitcoin treasury boom is unwinding as some companies and governments sell holdings
- Beginner guide to Trading Dashboard 988
- Beginner guide to Strategy Optimization 794
- How Multi Exchange Trading supports smarter execution 686
- How to evaluate a platform for Strategy Optimization 454
相关文章
- The Protocol: Quantum computing could break Bitcoin sooner, says Google
- Franklin Templeton launches crypto division with 250 Digital acquisition
- Brazil's B3 exchange to offer bitcoin-linked 'event contracts' for the ultra-rich
- The bitcoin treasury boom is unwinding as some companies and governments sell holdings
- Solana DeFi platform Drift confirms 'active attack' as $200M+ leaves platform
- Solana DeFi platform Drift confirms 'active attack' as $200M+ leaves platform
- Bitcoin’s crashes are shrinking, and Wall Street is starting to notice
- Brazil's B3 exchange to offer bitcoin-linked 'event contracts' for the ultra-rich
- Oil trader takes $17 million hit as tokenized crude rivals bitcoin liquidations
- Metaplanet acquires 5,075 BTC, jumps to third largest bitcoin treasury company
- Metaplanet acquires 5,075 BTC, jumps to third largest bitcoin treasury company
- The Protocol: Quantum computing could break Bitcoin sooner, says Google
- CoinDesk 20 performance update: Avalanche (AVAX) gains 4% as index moves higher
- Grayscale’s research head says tokenization will happen in waves and explains how to play it
- Beyond T-bills: OpenEden introduces tokenized high-yield corporate bond
- The bitcoin treasury boom is unwinding as some companies and governments sell holdings
- Cango raises capital as it faces NYSE delisting risk with shares below $1
- Oil trader takes $17 million hit as tokenized crude rivals bitcoin liquidations
- 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.
随便看看
How to evaluate a platform for Strategy Backtesting 842
What makes a strong solution for Paper Trading 569
How to evaluate a platform for Spot Trading 271
What traders should know about Portfolio Automation 345
- Copyright © 2026 Powered by 【web based automated crypto trading system for quantitative researchers】,Instant Block Strategies sitemap