庞若鸣在Meta负责的是超级智能实验室，这是一个旨在构建比人类更强大系统的先锋团队。他在Scale AI联合创始人兼前首席执行官汪滔（Alexandr Wang）以及GitHub前首席执行官奈特·弗里德曼（Nat Friedman）领导下工作。
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AIO lacks this infrastructure. ChatGPT doesn't provide website owners with analytics showing how often their content appears in responses. Perplexity doesn't send performance reports. Google AI Mode doesn't have a Search Console equivalent yet. This creates a visibility problem—you can't optimize what you can't measure.