AWS Machine Learning Blog

MARCH 19, 2025

In many generative AI applications, a large language model (LLM) like Amazon Nova is used to respond to a user query based on the models own knowledge or context that it is provided. Explore how Amazon Nova models can enhance your generative AI use cases today.

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Auto-complete Prompt Engineering Prompt Engineer UX Design 86

AWS Machine Learning Blog

MAY 7, 2024

The recording is transcribed to text using Amazon Transcribe and then processed using Amazon SageMaker Hugging Face containers to generate the meeting summary. The Hugging Face containers host a large language model (LLM) from the Hugging Face Hub. Mistral 7B Instruct is developed by Mistral AI.

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Automation Auto-complete DevOps UX Design 127

Towards AI

OCTOBER 17, 2024

Good morning, AI enthusiasts! Over the past few months, we have discussed the AI engineer’s toolkit for building reliable LLM products multiple times. We believe that combining RAG, prompting, and fine-tuning will be key to developing scalable solutions with generative AI.

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UX Design Natural Language Processing Machine Learning Software Engineer 111

deepsense.ai

DECEMBER 11, 2024

The Truth Is Out There So, how to reduce hallucinations in LLMs? What are the techniques for minimizing LLM hallucinations? Design systems that support accurate LLM performance – use grounding to anchor outputs of a language model to a trusted source. Here are a few approaches.

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LLM UX Design ChatGPT Software Engineer 52

Topbots

FEBRUARY 4, 2025

For a detailed overview of predictive AI techniques, please refer to Chapter 4 of my book The Art of AI Product Management. Navigating the LLM triad While predictive models trained from scratch can excel at very specific tasks, they are also rigid and will refuse to perform any other task.

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LLM UX Design AI AI 52

Topbots

SEPTEMBER 11, 2023

The model serves as a tool for the discussion, planning, and definition of AI products by cross-disciplinary AI and product teams, as well as for alignment with the business department. It aims to bring together the perspectives of product managers, UX designers, data scientists, engineers, and other team members.

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UX Design AI AI Automation 59

AWS Machine Learning Blog

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. The personalized content is built using generative AI by following human guidance and provided sources of truth.

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Generative AI LLM AI AI 118