AWS Machine Learning Blog

NOVEMBER 19, 2024

As you browse the re:Invent catalog , select your learning topic and use the “Generative AI” area of interest tag to find the sessions most relevant to you. Fourth, we’ll address responsible AI, so you can build generative AI applications with responsible and transparent practices.

ML 85

ML Generative AI AI AI 85

AWS Machine Learning Blog

NOVEMBER 7, 2024

In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components. We also dive deeper into access patterns, governance, responsible AI, observability, and common solution designs like Retrieval Augmented Generation. This logic sits in a hybrid search component.

Generative AI 104

Generative AI Machine Learning AI AI 104

NVIDIA

OCTOBER 2, 2024

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible, and showcases new hardware, software, tools and accelerations for GeForce RTX PC and NVIDIA RTX workstation users. Local vs. Cloud Brave’s Leo AI can run in the cloud or locally on a PC through Ollama.

Responsible AI 120

Responsible AI Large Language Models LLM AI 120

AWS Machine Learning Blog

MARCH 5, 2025

To scale ground truth generation and curation, you can apply a risk-based approach in conjunction with a prompt-based strategy using LLMs. Its important to note that LLM-generated ground truth isnt a substitute for use case SME involvement. To convert the source document excerpt into ground truth, we provide a base LLM prompt template.

Generative AI 75

Generative AI LLM AI AI 75

Marktechpost

JULY 8, 2024

The ability to automate and assist in coding has the potential to transform software development, making it faster and more efficient. In practical applications, LLMs often encounter difficulties when dealing with ambiguous or malicious instructions. Check out the Paper. Also, don’t forget to follow us on Twitter.

Software Development 117

Software Development Responsible AI LLM AI 117

AWS Machine Learning Blog

MAY 9, 2024

Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses. The company is committed to ethical and responsible AI development, with human oversight and transparency.

Insight Engine 128

Insight Engine Generative AI LLM AI 128

AWS Machine Learning Blog

MAY 21, 2024

This blog post outlines various use cases where we’re using generative AI to address digital publishing challenges. To do so, journalists first invoke a rewrite of the article by an LLM using Amazon Bedrock. We then parse the response, store the sentiment, and make it publicly available for each article to be accessed by ad servers.

Generative AI 124

Generative AI Prompt Engineer Prompt Engineering Automation 124

AWS Machine Learning Blog

SEPTEMBER 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Software Architect 108

Software Architect Generative AI AI AI 108

Marktechpost

SEPTEMBER 12, 2024

OpenAI has once again pushed the boundaries of AI with the release of OpenAI Strawberry o1 , a large language model (LLM) designed specifically for complex reasoning tasks. OpenAI o1 represents a significant leap in AI’s ability to reason, think critically, and improve performance through reinforcement learning.

OpenAI 113

OpenAI Large Language Models LLM AI 113

Towards AI

NOVEMBER 14, 2023

So, we think it is essential to see detailed studies on AI adoption across industries so we can start to plan for both the positive and negative impacts of this technology. Clearly, in some areas, LLM adoption is already significantly impacting employees, both negatively (wage reduction) and positively (productivity and quality improvement).

OpenAI 111

OpenAI ChatGPT AI AI 111

AWS Machine Learning Blog

JUNE 25, 2024

With Amazon Bedrock, developers can experiment, evaluate, and deploy generative AI applications without worrying about infrastructure management. Its enterprise-grade security, privacy controls, and responsible AI features enable secure and trustworthy generative AI innovation at scale.

Automation 116

Automation Prompt Engineering Prompt Engineer Categorization 116

Heartbeat

FEBRUARY 29, 2024

The software development landscape is constantly evolving, driven by technological advancements and the ever-growing demands of the digital age. Over the years, we’ve witnessed significant milestones in programming languages, each bringing about transformative changes in how we write code and build software systems.

Software Engineer 52

Software Engineer Software Development Large Language Models LLM 52

ODSC - Open Data Science

SEPTEMBER 28, 2023

5 Must-Have Skills to Get Into Prompt Engineering From having a profound understanding of AI models to creative problem-solving, here are 5 must-have skills for any aspiring prompt engineer. 9 Open Source LLMs and Agents to Watch These are some interesting and new LLMs and LLM agents that we are following and that you should be too.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Scientist 52

AWS Machine Learning Blog

MARCH 27, 2024

In software engineering, there is a direct correlation between team performance and building robust, stable applications. The data community aims to adopt the rigorous engineering principles commonly used in software development into their own practices, which includes systematic approaches to design, development, testing, and maintenance.

DevOps 105

DevOps Generative AI Automation Software Development 105

Flipboard

APRIL 13, 2023

This includes the Jurassic-2 family of multilingual LLMs from AI21 Labs, which follow natural language instructions to generate text in Spanish, French, German, Portuguese, Italian, and Dutch. One area where we foresee the use of generative AI growing rapidly is in coding. We’ll initially have two Titan models.

Generative AI 182

Generative AI ML AI AI 182

AWS Machine Learning Blog

JULY 10, 2024

Imagine this—all employees relying on generative artificial intelligence (AI) to get their work done faster, every task becoming less mundane and more innovative, and every application providing a more useful, personal, and engaging experience. That’s why we’re building generative AI-powered applications for everyone.

Generative AI 128

Generative AI Machine Learning LLM Automation 128

AWS Machine Learning Blog

AUGUST 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. AI/ML Specialist Solutions Architect working on Amazon Web Services.

Generative AI 115

Generative AI Machine Learning Artificial Intelligence Artificial Intelligence 115

Topbots

JULY 29, 2024

Here are the courses we cover: Generative AI for Everyone by DeepLearning.ai Introduction to Generative AI by Google Cloud Generative AI: Introduction and Applications by IBM ChatGPT Promt Engineering for Developers by OpenAI and DeepLearning.ai LangChain for LLM Application Development by LangChain and DeepLearning.ai

Generative AI 52

Generative AI Large Language Models Prompt Engineering Prompt Engineer 52

AWS Machine Learning Blog

NOVEMBER 30, 2023

Customers like Ricoh have trained a Japanese LLM with billions of parameters in mere days. This means customers will be able to train a 300 billion parameter LLM in weeks versus months. adidas is enabling developers to get quick answers on everything from “getting started” info to deeper technical questions.

Generative AI 136

Generative AI AI AI ML 136

ODSC - Open Data Science

JANUARY 10, 2024

The AI Paradigm Shift: Under the Hood of a Large Language Models Valentina Alto | Azure Specialist — Data and Artificial Intelligence | Microsoft Develop an understanding of Generative AI and Large Language Models, including the architecture behind them, their functioning, and how to leverage their unique conversational capabilities.

Large Language Models 52

Large Language Models Deep Learning LLM Data Science 52

AWS Machine Learning Blog

JULY 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 110

Generative AI Automation Categorization Software Architect 110

ODSC - Open Data Science

FEBRUARY 15, 2024

In this blog post, we will explore ten valuable datasets that can assist you in fine-tuning or training your LLM. Fine-tuning a pre-trained LLM allows you to customize the model’s behavior and adapt it to your specific requirements. Each dataset offers unique features and can enhance your model’s performance. Why Fine-Tune a Model?

Large Language Models 52

Large Language Models LLM Data Science Robotics 52

ODSC - Open Data Science

SEPTEMBER 8, 2023

Get your ODSC West pass by the end of the day Thursday to save up to $450 on 300+ hours of hands-on training sessions, expert-led workshops, and talks in Generative AI, Machine Learning, NLP, LLMs, Responsible AI, and more. Catch this flash sale ASAP!

ChatGPT 52

ChatGPT Large Language Models Data Scientist Neural Network 52

Pickl AI

AUGUST 2, 2023

Software Development ChatGPT can assist developers in writing code snippets, explaining complex programming concepts, or troubleshooting issues. The next opportunity is provided by the web platform Ora.sh, which facilitates the quick development of LLM apps within a shareable chat interface.

ChatGPT 52

ChatGPT Neural Network Prompt Engineer Prompt Engineering 52

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

Generative AI 135

Generative AI ML LLM AI 135

AWS Machine Learning Blog

DECEMBER 19, 2024

In this blog post, we provide an introduction to preparing your own dataset for LLM training. Whether your goal is to fine-tune a pre-trained modIn this blog post, we provide an introduction to preparing your own dataset for LLM training. nAnswer: He is a software developer, investor, and entrepreneur.

LLM 88

LLM Machine Learning Natural Language Processing ML 88

Unite.AI

DECEMBER 12, 2024

Responsible AI Responsible AI is imperative when developing and implementing an AI tool. When leveraging the technology, it is paramount that AI is legal, ethical, fair, privacy-preserving, secure, and explainable. This is vital for FSI as it prioritizes transparency, fairness, and accountability.

Explainability 130

Explainability Automation Responsible AI AI 130

AWS Machine Learning Blog

DECEMBER 2, 2024

To address this challenge, Amazon Finance Automation developed a large language model (LLM)-based question-answer chat assistant on Amazon Bedrock. This solution empowers analysts to rapidly retrieve answers to customer queries, generating prompt responses within the same communication thread.

Automation 85

Automation Generative AI Prompt Engineering Prompt Engineer 85

AWS Machine Learning Blog

NOVEMBER 26, 2024

Additionally, the growing demand for AI-powered applications has led to a high volume of calls to these LLMs, potentially exceeding budget constraints and creating financial pressures for organizations. This post presents a strategy for optimizing LLM-based applications.

LLM 117

LLM Generative AI Machine Learning Chatbots 117

AWS Machine Learning Blog

OCTOBER 21, 2024

Use infrastructure as code Just as you would with any other software development project, you should use infrastructure as code (IaC) frameworks to facilitate iterative and reliable deployment. Use LLMs for test case generation You can use LLMs to generate test cases based on expected use cases for your agent.

Generative AI 84

Generative AI Metadata Software Development AI 84

AWS Machine Learning Blog

JANUARY 15, 2025

Additionally, we discuss the design from security and responsible AI perspectives, demonstrating how you can apply this solution to a wider range of industry scenarios. If a match is found, the response is returned from the LLM cache. If no match is found, the function invokes the respective LLMs through Amazon Bedrock.

LLM 83

LLM Metadata Generative AI Large Language Models 83

AWS Machine Learning Blog

DECEMBER 2, 2024

For LLMs that often require high throughput and low-latency inference requests, this loading process can add significant overhead to the total deployment and scaling time, potentially impacting application performance during traffic spikes. During our performance testing we were able to load the llama-3.1-70B 70B model on an ml.p4d.24xlarge

Large Language Models 97

Large Language Models Auto-complete Machine Learning LLM 97