【scalable bitcoin and altcoin trading bot for mean reversion】
In Jack Dorsey's view of the world,scalable bitcoin and altcoin trading bot for mean reversion 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:Jamie Dimon signals JPMorgan entry into prediction markets as competition surges
下一篇:Bitcoin traders keep chasing Trump’s Iran noise. The real signals are elsewhere.
下一篇:Bitcoin traders keep chasing Trump’s Iran noise. The real signals are elsewhere.
相关文章:
- The bitcoin treasury boom is unwinding as some companies and governments sell holdings
- Key benefits of Execution Speed for modern traders 518
- Beginner guide to Strategy Optimization
- Common mistakes to avoid with Risk Management 704
- The Protocol: Quantum computing could break Bitcoin sooner, says Google
- Why more users are adopting Webhook Trading 960
- What traders should know about Trading Dashboard 848
- Why more users are adopting Strategy Optimization 434
- The bitcoin treasury boom is unwinding as some companies and governments sell holdings
- Why more users are adopting Order Management 617
相关推荐:
- Bitcoin ETFs post first monthly inflows since October as price stabilizes
- Common mistakes to avoid with Signal Execution 247
- How Futures Trading improves daily trading workflows 710
- Common mistakes to avoid with Automated Crypto Trading 681
- Bitcoin’s crashes are shrinking, and Wall Street is starting to notice
- What traders should know about Strategy Backtesting 162
- Why more users are adopting Portfolio Automation 205
- How Algorithmic Trading supports smarter execution 572
- Brazil's B3 exchange to offer bitcoin-linked 'event contracts' for the ultra-rich
- How to evaluate a platform for Spot Trading 191
栏目分类
最新文章
- Crypto Long & Short: Governance is the real Layer 1
- Bitcoin traders keep chasing Trump’s Iran noise. The real signals are elsewhere.
- CoinDesk 20 performance update: Avalanche (AVAX) gains 4% as index moves higher
- Bitcoin’s crashes are shrinking, and Wall Street is starting to notice
- Cango raises capital as it faces NYSE delisting risk with shares below $1
- Grayscale’s research head says tokenization will happen in waves and explains how to play it
- Bitcoin traders keep chasing Trump’s Iran noise. The real signals are elsewhere.
- Uniswap Foundation held $85.8M at year-end, committed $26M in grants during 2025
- Grayscale’s research head says tokenization will happen in waves and explains how to play it
- Bitcoin traders keep chasing Trump’s Iran noise. The real signals are elsewhere.
