--- title: Incorporate offline and online human – machine workflows... description: Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content. Incorporating offline and... canonical: https://daily.dev/posts/incorporate-offline-and-online-human-machine-workflows-into-your-generative-ai-applications-on-aws-kyfzdy3wt twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Incorporate offline and online human – machine workflows into your generative AI applications on AWS | daily.dev og:description: Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content. Incorporating offline and... og:url: https://daily.dev/posts/incorporate-offline-and-online-human-machine-workflows-into-your-generative-ai-applications-on-aws-kyfzdy3wt og:image: https://api.daily.dev/og/posts/KyFZDY3Wt.png og:image:alt: Incorporate offline and online human – machine workflows into your generative AI applications on AWS 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. # Incorporate offline and online human – machine workflows into your generative AI applications on AWS **[AWS](https://daily.dev/sources/aws)** · 14 min read · 0 upvotes · 0 comments ## Summary Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content. Incorporating offline and online human workflows into generative AI applications on AWS enables more accurate and responsible applications. The post presents solutions for integrating offline and online human workflows, including Reinforcement Learning from Human Feedback (RLHF) and real-time human engagement. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#aws](https://daily.dev/tags/aws), [#genai](https://daily.dev/tags/genai), [#aws-sagemaker](https://daily.dev/tags/aws-sagemaker) [View this post on daily.dev](https://daily.dev/posts/incorporate-offline-and-online-human-machine-workflows-into-your-generative-ai-applications-on-aws-kyfzdy3wt) ```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":"Incorporate offline and online human – machine workflows into your generative AI applications on AWS","url":"https://daily.dev/posts/incorporate-offline-and-online-human-machine-workflows-into-your-generative-ai-applications-on-aws-kyfzdy3wt","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/incorporate-offline-and-online-human-machine-workflows-into-your-generative-ai-applications-on-aws-kyfzdy3wt"},"datePublished":"2024-05-14T17:58:30.385Z","dateModified":"2024-05-14T17:58:29.763Z","description":"Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content. 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