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首先是可靠性存疑，Artificial Analysis的评测数据显示，M2.5的幻觉指数从M2.1的-30降至-41，幻觉率从67%攀升至88%，在企业级场景中输出的可靠性是底线，一旦出现严重幻觉，客户信任随时可能崩塌。，推荐阅读币安_币安注册_币安下载获取更多信息
。爱思助手对此有专业解读
Building on a deep understanding of the endgame for embodied intelligence, Nuoyin focuses on the core challenges of home scenarios—“long-tail environments + cost constraints + a delivery closed loop”—and builds long-term moats along three main threads: engineering, technology, and the data stack, forming differentiated competitive advantages.
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