--- title: 5 Lessons From LinkedIn’s First Foray Into GenAI Development description: Lessons learned from LinkedIn's experience with GenAI development include not charting future progress on early momentum, using RAG to make LLMs work,... canonical: https://daily.dev/posts/5-lessons-from-linkedin-s-first-foray-into-genai-development-el1lx2whf twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: 5 Lessons From LinkedIn’s First Foray Into GenAI Development | daily.dev og:description: Lessons learned from LinkedIn's experience with GenAI development include not charting future progress on early momentum, using RAG to make LLMs work,... og:url: https://daily.dev/posts/5-lessons-from-linkedin-s-first-foray-into-genai-development-el1lx2whf og:image: https://api.daily.dev/og/posts/el1lX2WhF.png og:image:alt: 5 Lessons From LinkedIn’s First Foray Into GenAI Development og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # 5 Lessons From LinkedIn’s First Foray Into GenAI Development **[The New Stack](https://daily.dev/sources/newstack)** · 6 min read · 0 upvotes · 0 comments ## Summary Lessons learned from LinkedIn's experience with GenAI development include not charting future progress on early momentum, using RAG to make LLMs work, describing APIs for LLMs, avoiding excessive fragmentation, and addressing the challenge of evaluating GenAI programs. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#genai](https://daily.dev/tags/genai), [#linkedin](https://daily.dev/tags/linkedin) [View this post on daily.dev](https://daily.dev/posts/5-lessons-from-linkedin-s-first-foray-into-genai-development-el1lx2whf) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"5 Lessons From LinkedIn’s First Foray Into GenAI Development","url":"https://daily.dev/posts/5-lessons-from-linkedin-s-first-foray-into-genai-development-el1lx2whf","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/5-lessons-from-linkedin-s-first-foray-into-genai-development-el1lx2whf"},"datePublished":"2024-05-02T10:09:19.070Z","dateModified":"2024-05-09T08:43:33.910Z","description":"Lessons learned from LinkedIn's experience with GenAI development include not charting future progress on early momentum, using RAG to make LLMs work,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1eca6e97ec7469aa8bf506de38c84a86?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1eca6e97ec7469aa8bf506de38c84a86?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"The New Stack","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"The New Stack","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/newstack","url":"https://daily.dev/sources/newstack"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/5-lessons-from-linkedin-s-first-foray-into-genai-development-el1lx2whf","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,machine-learning,genai,linkedin","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"The New Stack","item":"https://daily.dev/sources/newstack"},{"@type":"ListItem","position":3,"name":"5 Lessons From LinkedIn’s First Foray Into GenAI Development"}]} ```