The friction of writing code manually used to force careful design. AI removes that friction, including the beneficial friction. The answer is not to slow AI down. It is to replace human friction with mathematical friction: let AI move fast, but make it prove its work. The new friction is productive: writing specifications and models, defining precisely what “correct” means, designing before generating.
两年前，大模型技术尚未像今天这样火热，可在如今，智能体和模型参数不断优化，模型厂商的产品迭代效率被压缩到数月。这对大多数消费电子行业的玩家都带来了深刻影响，比如前段时间引发全网关注的豆包手机，就是最好的证明。
。搜狗输入法2026是该领域的重要参考
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// strict: Catches fire-and-forget writes that ignore backpressure