Source link : https://tech365.info/inside-linkedins-generative-ai-cookbook-the-way-it-scaled-individuals-search-to-1-3-billion-customers/
LinkedIn is launching its new AI-powered individuals search this week, after what looks like a really lengthy watch for what ought to have been a pure providing for generative AI.
It comes a full three years after the launch of ChatGPT and 6 months after LinkedIn launched its AI job search providing. For technical leaders, this timeline illustrates a key enterprise lesson: Deploying generative AI in actual enterprise settings is difficult, particularly at a scale of 1.3 billion customers. It’s a gradual, brutal strategy of pragmatic optimization.
The next account relies on a number of unique interviews with the LinkedIn product and engineering group behind the launch.
First, right here’s how the product works: A person can now sort a pure language question like, “Who is knowledgeable about curing cancer?” into LinkedIn’s search bar.
LinkedIn’s previous search, based mostly on key phrases, would have been stumped. It could have regarded just for references to “cancer”. If a person wished to get subtle, they’d have needed to run separate, inflexible key phrase searches for “cancer” after which “oncology” and manually attempt to piece the outcomes collectively.
The brand new AI-powered system, nevertheless, understands the intent of the search as a result of the LLM underneath the hood grasps semantic which means. It acknowledges, for instance, that “cancer” is conceptually associated to “oncology” and even much less instantly, to “genomics research.” Consequently,…
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Author : tech365
Publish date : 2025-11-13 18:02:00
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