Coinbase CEO Brian Armstrong：Agentic Finance 与 AI 经济的崛起Coinbase CEO Brian Armstrong on Agentic Finance and the Rise of the AI Economy
The Takeaway：AI agents 即将拥有自己的金融账户，agentic economy 规模将很快超过人类经济，而加密轨道是实现这一切的关键基础设施。
Coinbase 联合创始人兼 CEO Brian Armstrong 描绘了公司三大方向：Everything Exchange（将股票、商品、加密、衍生品和预测市场全部上链）、稳定币支付（全球转账不到1秒、费用不到1美分），以及 Agentic Finance（AIFi）。他强调传统银行卡最低30美分手续费让小额交易完全不可行，而当前76%的 agent 电商交易都在30美分以下。为解决“AI 被金融排斥”的问题，Coinbase 推出一键 prompt 即可为 agent 创建自托管钱包的工具，并孵化了 X402 协议（已捐赠给 Linux Foundation，Google、Cloudflare、AWS 等参与）。
Armstrong 认为未来会有比人类更多的 agents，专业化 agent 市场将兴起——小型开源模型经过 fine-tuning 后可在特定任务上超越 frontier 模型。他同时分享了 Coinbase 内部的“递归自我改进”实践：每个团队和服务都有“brain”（包含历史事故、金融控制、AB测试、PR记录），agent 修改代码时必须把人类修正反馈回 brain，从而持续提升一次性 PR 通过率。
在预测市场方面，Coinbase 上线数月即达到1亿美元年化收入，季度环比增长超100%。Armstrong 还谈到自己联合创办的抗衰老公司 New Limit，聚焦表观遗传重编程，已在人源化小鼠模型上成功重编程至少一种人类细胞类型，计划明年启动一期临床试验，首批针对肝细胞、血管细胞和免疫细胞。
“我们不想让 AI 成为金融难民。如果要为 AI 提供银行服务，它们也理应拥有金融服务。”
Coinbase 联合创始人兼 CEO Brian Armstrong 描绘了公司三大方向：Everything Exchange（将股票、商品、加密、衍生品和预测市场全部上链）、稳定币支付（全球转账不到1秒、费用不到1美分），以及 Agentic Finance（AIFi）。他强调传统银行卡最低30美分手续费让小额交易完全不可行，而当前76%的 agent 电商交易都在30美分以下。为解决“AI 被金融排斥”的问题，Coinbase 推出一键 prompt 即可为 agent 创建自托管钱包的工具，并孵化了 X402 协议（已捐赠给 Linux Foundation，Google、Cloudflare、AWS 等参与）。
Armstrong 认为未来会有比人类更多的 agents，专业化 agent 市场将兴起——小型开源模型经过 fine-tuning 后可在特定任务上超越 frontier 模型。他同时分享了 Coinbase 内部的“递归自我改进”实践：每个团队和服务都有“brain”（包含历史事故、金融控制、AB测试、PR记录），agent 修改代码时必须把人类修正反馈回 brain，从而持续提升一次性 PR 通过率。
在预测市场方面，Coinbase 上线数月即达到1亿美元年化收入，季度环比增长超100%。Armstrong 还谈到自己联合创办的抗衰老公司 New Limit，聚焦表观遗传重编程，已在人源化小鼠模型上成功重编程至少一种人类细胞类型，计划明年启动一期临床试验，首批针对肝细胞、血管细胞和免疫细胞。
“我们不想让 AI 成为金融难民。如果要为 AI 提供银行服务，它们也理应拥有金融服务。”
The Takeaway: AI agents will soon have their own financial accounts, the agentic economy will outgrow the human economy, and crypto rails are the essential infrastructure to make it work.
Coinbase co-founder and CEO Brian Armstrong outlines three major bets: the Everything Exchange (stocks, commodities, crypto, derivatives, and prediction markets all on-chain), stablecoin payments (global transfers under one second and under one cent), and Agentic Finance (AIFi). He notes that traditional card networks impose a 30-cent minimum fee, rendering sub-dollar transactions impractical—yet 76% of current agent e-commerce transactions sit under 30 cents. To prevent AIs from being “unbanked,” Coinbase ships a single-prompt tool that gives any agent a self-custodial wallet, and incubated the X402 protocol now under the Linux Foundation with Google, Cloudflare, and AWS contributing.
Armstrong expects more agents than humans in the near future and a marketplace of specialized agents where smaller open-weight models, fine-tuned on proprietary data, outperform frontier models on narrow tasks. Internally, Coinbase is pushing recursive self-improvement: every team and service maintains a “brain” of incidents, financial controls, A/B tests, and PR history. When an agent proposes a change, human corrections are written back into the brain so the system improves over time.
Prediction markets inside Coinbase hit a $100M revenue run-rate within months of launch and grew over 100% quarter-over-quarter. Armstrong also discusses New Limit, the longevity company he co-founded, which uses AI-driven epigenetic reprogramming. It has already reprogrammed at least one human cell type in humanized mouse models and plans a Phase 1 trial next year targeting hepatocytes, vasculature, and immune cells.
“We don’t want the AIs to be unbanked. If we want to bank the AIs, they deserve financial services as well.”
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Coinbase co-founder and CEO Brian Armstrong outlines three major bets: the Everything Exchange (stocks, commodities, crypto, derivatives, and prediction markets all on-chain), stablecoin payments (global transfers under one second and under one cent), and Agentic Finance (AIFi). He notes that traditional card networks impose a 30-cent minimum fee, rendering sub-dollar transactions impractical—yet 76% of current agent e-commerce transactions sit under 30 cents. To prevent AIs from being “unbanked,” Coinbase ships a single-prompt tool that gives any agent a self-custodial wallet, and incubated the X402 protocol now under the Linux Foundation with Google, Cloudflare, and AWS contributing.
Armstrong expects more agents than humans in the near future and a marketplace of specialized agents where smaller open-weight models, fine-tuned on proprietary data, outperform frontier models on narrow tasks. Internally, Coinbase is pushing recursive self-improvement: every team and service maintains a “brain” of incidents, financial controls, A/B tests, and PR history. When an agent proposes a change, human corrections are written back into the brain so the system improves over time.
Prediction markets inside Coinbase hit a $100M revenue run-rate within months of launch and grew over 100% quarter-over-quarter. Armstrong also discusses New Limit, the longevity company he co-founded, which uses AI-driven epigenetic reprogramming. It has already reprogrammed at least one human cell type in humanized mouse models and plans a Phase 1 trial next year targeting hepatocytes, vasculature, and immune cells.
“We don’t want the AIs to be unbanked. If we want to bank the AIs, they deserve financial services as well.”