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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一位大厂AI产品经理向我解释，银发人群一直大厂AI竞争争夺的核心人群，各家大厂也都有专门的AI适老化团队。“没什么可惊讶的”。语音、大字等低门槛的适老化设计本身就在AI产品的原型设计里，今年春节只不过是一个需求集中爆发的节点。
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warning rather than error, at least for now.[1]
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