阿里千问C端事业群总裁吴嘉说得直白：“参与春节大战，不是要和谁卷，而是让AI融进日常生活场景里。”所以，他把“AI点一杯奶茶”称作一个历史性瞬间——这是AI第一次真正参与到消费者的真实消费决策和执行链条中。“这不是卷流量，是未来一定会发生的事。”
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Most teams resort to manual spot-checking (doesn't scale), waiting for users to complain (too late), or brittle scripted tests.Our answer is simulation: synthetic users interact with your agent the way real users do, and LLM-based judges evaluate whether it responded correctly - across the full conversational arc, not just single turns.
Любовь Ширижик (Старший редактор отдела «Силовые структуры»)
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Apple introduces MacBook Pro with all‑new M5 Pro and M5 Max, delivering breakthrough pro performance and next-level on-device AI