图9：受陷“Lobster”在用户命令下偏离爬虫IP解析任务——执行自终止协议，覆盖了操作目标
In the realm of autonomous AI, Kennedy is concentrating on financial operations. "I've begun implementing automated agents for reconciliation and accounting entries," he shared. "We've introduced digital replicas in our supply chain and service units. Our internal sales support model, powered by AI, has freed up several hours each week for our sales team."
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We've moved past the era of "ChatGPT wrappers" (thank God), but the industry still treats autonomous agents like they're just chatbots with API access. They're not. When you give an AI system the ability to take actions without human confirmation, you're crossing a fundamental threshold. You're not building a helpful assistant anymore — you're building something closer to an employee. And that changes everything about how we need to engineer these systems.