The Harvard Business Review recently documented what it calls “workslop”: AI-generated work that looks polished but requires someone downstream to fix. When that work is a memo, it is annoying. When it is a cryptographic library, it is catastrophic. As AI accelerates the pace of software production, the verification gap does not shrink. It widens. Engineers stop understanding what their systems do. AI outsources not just the writing but the thinking.
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商业目标也很明确。据韩歆毅表示：“如果一半以上用户有健康疑问时第一时间想到阿福，就代表成功了；如果用过的人中一半以上愿意推荐给亲友，也成功了。”当打开庞大的市场规模，经济效益必然更加可见。
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