---
title: "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
source_url: https://aws.amazon.com/blogs/machine-learning/incorporate-offline-and-online-human-machine-workflows-into-your-generative-ai-applications-on-aws/
type: article
source: "AWS"
published: 2024-05-14T17:58:30.385Z
updated: 2024-05-14T17:58:29.763Z
tags: ["aws", "genai", "aws-sagemaker"]
reading_time: 14
upvotes: 0
comments: 0
language: en
---

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# 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: <https://aws.amazon.com/blogs/machine-learning/incorporate-offline-and-online-human-machine-workflows-into-your-generative-ai-applications-on-aws/>

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---

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)