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Democratizing AI: Why It’s Not Just a Developer’s Game Anymore

ODSC - Open Data Science

This opens a door for a broader range of professionalsproduct managers, business analysts, UX designers, and executivesto engage directly with AI systems. He also regularly teaches courses on Building LLM Applications for Data Scientists and Software Engineers.

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Tool choice with Amazon Nova models

AWS Machine Learning Blog

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. Sharon Li is an AI/ML Specialist Solutions Architect at Amazon Web Services (AWS) based in Boston, Massachusetts.

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Boost employee productivity with automated meeting summaries using Amazon Transcribe, Amazon SageMaker, and LLMs from Hugging Face

AWS Machine Learning Blog

The Hugging Face containers host a large language model (LLM) from the Hugging Face Hub. Hugging Face is an open-source machine learning (ML) platform that provides tools and resources for the development of AI projects. Transcripts are then stored in the project’s S3 bucket under /transcriptions/TranscribeOutput/.

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Reinvent personalization with generative AI on Amazon Bedrock using task decomposition for agentic workflows

AWS Machine Learning Blog

We employ task decomposition, using domain / task adopted LLMs for content personalization (UX designer/personalizer), image generation (artist), and building (builder/front end developer) for the final delivery of HTML, CSS, and JavaScript files. The first part moves to the frontend developer LLM.

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Real-Real-World Programming with ChatGPT

O'Reilly Media

Our paper reinforces the growing consensus that LLM-based AI tools such as ChatGPT and GitHub Copilot can now solve many of the small self-contained programming problems that are found in introductory classes. What I needed at this time was a UX design consultant, so I wanted to see if ChatGPT could play this role.

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The Future of Software Engineering: LLMs and Beyond

Heartbeat

After closely observing the software engineering landscape for 23 years and engaging in recent conversations with colleagues, I can’t help but feel that a specialized Large Language Model (LLM) is poised to power the following programming language revolution. The LLM Ecosystem The impact of LLMs extends beyond mere code generation.

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Building AI Products With A Holistic Mental Model

Topbots

It aims to bring together the perspectives of product managers, UX designers, data scientists, engineers, and other team members. For example, if you are working on a virtual assistant, your UX designers will have to understand prompt engineering to create a natural user flow. Train your ML model from scratch.