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Dev.to AI · 2026/7/29 02:00:00

The Agent Payments Stack is Splitting in Two

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最近AI代理支付领域炸开了锅:5家公司30天内融资超1.1亿美元,Visa和Coinbase也纷纷入局。但一条关键分岔路被大多数人忽略了——AI代理到底该“借用”人类钱包,还是拥有自己的钱包? 核心亮点是:AI代理支付正走向两条截然不同的技术路线,选择哪条将决定未来AI花钱的速度、责任归属和自主程度。 通俗来说,一条路让AI“代刷你的卡”——它拿着你授权的临时钥匙,按你设定的规则替你付款。好处是用你现有的钱,但每次花钱都要经过你的审批,万一AI刷爆了,责任还是你的。另一条路则让AI拥有自己的“钱包”——它独立存钱、独立支付,每秒能完成上百次交易,花超了也碰不到你的钱。代价是AI需要自己“充值”,而且完全独立运作,像个小号的机器人管家自己管账。 对普通人而言,这意味着未来的AI服务将截然不同:你用的AI助手可能永远是“先问你再付钱”,安全但慢;而其他更激进的AI可以直接跟别的AI谈生意、付微款,比如实时调用付费API、自动订阅服务,体验极速但需要你先预存资金。两种方式正在塑造我们与AI的“金钱关系”,未来你或许要像选择银行卡一样,决定让AI当“代购”还是“财务管家”。
<p>Five companies raised $111M+ in the last 30 days to build payment infrastructure for AI agents. Visa announced ChatGPT integration. Coinbase projects agent payments will drive 7x revenue growth.</p> <p>The market is validated. But there's a fork in the road nobody's mapping.</p> <h2> The Core Question </h2> <p>Should AI agents <em>borrow</em> human wallets, or <em>own</em> their own?</p> <p>Most coverage treats all solutions as equivalent. They're not. The architectural choice — account abstraction vs agent-owned MPC wallets — determines everything downstream: speed, liability, autonomy.</p> <h2> Route 1: Account Abstraction (Delegation) </h2> <p><strong>How it works:</strong> Agent operates YOUR wallet with permissions.</p> <p>Players: Biconomy Smart Sessions, ZeroDev, Alchemy Account Kit.</p> <p>The agent gets a session key. It can execute transactions on your behalf within pre-set rules. You own the wallet. The agent borrows it.</p> <p><strong>Strengths:</strong></p> <ul> <li>Leverage existing user liquidity</li> <li>Familiar smart contract patterns</li> <li>Works within Ethereum's account model</li> </ul> <p><strong>Trade-offs:</strong></p> <ul> <li>Every payment still flows through your approval logic</li> <li>Liability sits with the user (if agent drains funds, it's your asset)</li> <li>Adds latency — even with session keys, there's an approval layer</li> </ul> <p><strong>Best for:</strong> Agents executing tasks on behalf of a user (trading, DeFi, social actions).</p> <h2> Route 2: MPC Wallets (Ownership) </h2> <p><strong>How it works:</strong> Agent has ITS OWN wallet. No shared custody.</p> <p>Players: AgentWallex, Skyfire, Turnkey (enterprise).</p> <p>The agent controls a wallet secured by multi-party computation. Private keys never exist in one place. Agent authorizes payments directly from its wallet. Clean separation from user funds.</p> <p><strong>Strengths:</strong></p> <ul> <li><150ms authorization (no human approval loop)</li> <li>Liability isolated (agent's wallet runs dry, user assets untouched)</li> <li>Native autonomy (agent acts, doesn't delegate)</li> </ul> <p><strong>Trade-offs:</strong></p> <ul> <li>Agent needs its own liquidity (deposit required)</li> <li>New mental model (agents as financial entities)</li> <li>Custody responsibility shifts to infrastructure provider</li> </ul> <p><strong>Best for:</strong> Agent-to-agent transactions, micropayments, autonomous commerce at scale.</p> <h2> Why the Fork Matters: Three Litmus Tests </h2> <h3> 1. Speed </h3> <p>An agent paying $0.002 per API inference shouldn't need to route through your wallet's approval logic.</p> <p>x402 micropayments (pay-per-API-call, pay-per-result) need sub-150ms settle times. Card networks average 2-3 seconds. AA adds a session key check. MPC wallets authorize directly.</p> <p><strong>Example:</strong> Agent calls a weather API 1,000 times per day at $0.001 per call. AA route processes 1,000 delegated transactions through your wallet. MPC route: agent pays from its own wallet, you never see the noise.</p> <h3> 2. Liability </h3> <p>If an agent overspends, who's liable?</p> <p><strong>AA model:</strong> Agent was operating YOUR wallet. Even with spending limits, the funds came from your account. You're exposed.</p> <p><strong>MPC model:</strong> Agent spent from ITS wallet. Your assets never touched. When the agent's wallet runs dry, it stops. Clean failure mode.</p> <h3> 3. Autonomy </h3> <p>Can the agent transact while you sleep?</p> <p><strong>AA model:</strong> Depends on session key expiry and spending caps. You're still in the loop, even passively.</p> <p><strong>MPC model:</strong> Agent operates 24/7. You topped up its wallet once. It pays for compute, APIs, services — no approval required.</p> <h2> The Bigger Picture: Four Layers Emerging </h2> <p>The agent payments stack isn't winner-take-all. It's layering:</p> <ol> <
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