AWS Machine Learning Blog

JUNE 25, 2024

However, the implementation of LLMs without proper caution can lead to the dissemination of misinformation , manipulation of individuals, and the generation of undesirable outputs such as harmful slurs or biased content. Introduction to guardrails for LLMs The following figure shows an example of a dialogue between a user and an LLM.

Generative AI 128

Generative AI LLM Machine Learning Chatbots 128

Marktechpost

DECEMBER 12, 2023

Thanks to the success in increasing the data, model size, and computational capacity for auto-regressive language modeling, conversational AI agents have witnessed a remarkable leap in capability in the last few years. In comparison to the more powerful LLMs, this severely restricts their potential.

Generative AI 104

Generative AI AI Modeling Large Language Models LLM 104

AWS Machine Learning Blog

SEPTEMBER 12, 2024

Generative AI technology, such as conversational AI assistants, can potentially solve this problem by allowing members to ask questions in their own words and receive accurate, personalized responses. A pre-configured prompt template is used to call the LLM and generate a valid SQL query.

Generative AI 128

Generative AI LLM AI AI 128

AWS Machine Learning Blog

FEBRUARY 20, 2025

The company is committed to ethical and responsible AI development with human oversight and transparency. Verisk is using generative AI to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles. Verisk developed an evaluation tool to enhance response quality.

Generative AI 115

Generative AI LLM Auto-classification Categorization 115

AWS Machine Learning Blog

JULY 31, 2024

As generative artificial intelligence (AI) applications become more prevalent, maintaining responsible AI principles becomes essential. Without proper safeguards, large language models (LLMs) can potentially generate harmful, biased, or inappropriate content, posing risks to individuals and organizations.

LLM 130

LLM Generative AI Prompt Engineering Prompt Engineer 130

AssemblyAI

MAY 23, 2023

The widespread use of ChatGPT has led to millions embracing Conversational AI tools in their daily routines. Large Language Models In recent years, LLM development has seen a significant increase in size, as measured by the number of parameters. Determining the necessary data for training an LLM is challenging.

Large Language Models 130

Large Language Models Neural Network LLM Chatbots 130

AWS Machine Learning Blog

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

Insight Engine 129

Insight Engine Generative AI LLM AI 129

Flipboard

JANUARY 22, 2025

For general travel inquiries, users receive instant responses powered by an LLM. For this node, the condition value is: Name: Booking Condition: categoryLetter=="A" Create a second prompt node for the LLM guide invocation. The flow offers two distinct interaction paths.

Generative AI 170

Generative AI ML Automation Explainability 170

AWS Machine Learning Blog

OCTOBER 31, 2024

The solution integrates large language models (LLMs) with your organization’s data and provides an intelligent chat assistant that understands conversation context and provides relevant, interactive responses directly within the Google Chat interface. Which LLM you want to use in Amazon Bedrock for text generation.

Generative AI 123

Generative AI AI AI Python 123

AWS Machine Learning Blog

SEPTEMBER 28, 2023

This means companies need loose coupling between app clients (model consumers) and model inference endpoints, which ensures easy switch among large language model (LLM), vision, or multi-modal endpoints if needed. When the user makes a request using the AI Gateway, it’s routed to Amazon Cognito to determine access for the client.

Generative AI 119

Generative AI Metadata Large Language Models AI 119

ODSC - Open Data Science

FEBRUARY 5, 2025

She provided a detailed breakdown of AI agent architecture, emphasizing components such as memory, knowledge bases, and tool integration. A key focus was on the paradigm shift from traditional conversational AI to agentic applications capable of orchestrating complex tasks autonomously.

LLM 52

LLM AI AI Machine Learning 52

AWS Machine Learning Blog

SEPTEMBER 6, 2024

Generative artificial intelligence (AI) applications powered by large language models (LLMs) are rapidly gaining traction for question answering use cases. From internal knowledge bases for customer support to external conversational AI assistants, these applications use LLMs to provide human-like responses to natural language queries.

Generative AI 92

Generative AI LLM AI AI 92

ODSC - Open Data Science

FEBRUARY 16, 2024

As you’ve likely already seen out in the wild, many businesses are interested in building question-answering tools, chatbots, conversational AI, recommender systems, and diving into customer service applications. Prompt engineering allows for building chatbots that engage in natural, engaging conversations.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Chatbots 52

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 Engineer Prompt Engineering 52

Snorkel AI

JUNE 7, 2023

LLMOps: Making LLM Applications Production-Grade Matei Zaharia, co-founder and chief technologist at Databricks , discussed techniques for transforming large language models into reliable, production-grade applications. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

Data Scientist 52

Data Scientist Large Language Models Machine Learning Data Science 52

Snorkel AI

JUNE 7, 2023

LLMOps: Making LLM Applications Production-Grade Matei Zaharia, co-founder and chief technologist at Databricks , discussed techniques for transforming large language models into reliable, production-grade applications. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

Data Scientist 52

Data Scientist Large Language Models Machine Learning Data Science 52

Topbots

DECEMBER 19, 2023

If this in-depth content is useful for you, subscribe to our AI mailing list to be alerted when we release new material. ​The This method produced a benchmark dataset with variability in LLM safety judgments across various demographic groups of raters (2.5 million ratings in total).

Computer Vision 52

Computer Vision Natural Language Processing AI Researcher AI Research 52

AWS Machine Learning Blog

OCTOBER 8, 2024

Sonnet on Amazon Bedrock, we build a digital assistant that automates document processing, identity verifications, and engages customers through conversational interactions. Such frameworks make LLM agents versatile and adaptable to different use cases. Using Anthropic’s Claude 3.5

Automation 118

Automation Prompt Engineering Prompt Engineer Machine Learning 118

Marktechpost

JULY 15, 2023

Conversational AI refers to technology like a virtual agent or a chatbot that use large amounts of data and natural language processing to mimic human interactions and recognize speech and text. In recent years, the landscape of conversational AI has evolved drastically, especially with the launch of ChatGPT.

Conversational AI 98

Conversational AI AI Modeling Large Language Models Auto-classification 98

Marktechpost

SEPTEMBER 18, 2024

Mistral AI recently announced the release of Mistral-Small-Instruct-2409 , a new open-source large language model (LLM) designed to address critical challenges in artificial intelligence research and application. As an instruct-tuned model, it has been fine-tuned to follow instructions and generate accurate, context-aware responses.

Natural Language Processing 122

Natural Language Processing Large Language Models AI AI 122

ODSC - Open Data Science

MAY 11, 2023

The new feature uses the latest generative AI capabilities to allow authors to create entire topics from a simple description, including relevant trigger phrases (used for NLU), questions, messages, and conditional logic. This is something that Microsoft has worked to address, by creating responsible AI by design.

Large Language Models 96

Large Language Models Chatbots Data Science Natural Language Processing 96

AWS Machine Learning Blog

OCTOBER 11, 2024

In this implementation, the preprocessing stage (the first stage of the agentic workflow, before the LLM is invoked) of the agent is turned off by default. To learn more about using agents to orchestrate workflows, see Automate tasks in your application using conversational agents.

LLM 137

LLM Chatbots Natural Language Processing Large Language Models 137

AWS Machine Learning Blog

NOVEMBER 22, 2024

In this post, we demonstrate the potential of large language model (LLM) debates using a supervised dataset with ground truth. In this LLM debate, we have two debater LLMs, each one taking one side of an argument and defending it based on the previous arguments for N(=3) rounds. The arguments are saved for a judge LLM to review.

LLM 103

LLM Explainability Natural Language Processing Large Language Models 103

Flipboard

NOVEMBER 26, 2024

Hallucinations in large language models (LLMs) refer to the phenomenon where the LLM generates an output that is plausible but factually incorrect or made-up. The retriever module is responsible for retrieving relevant passages or documents from a large corpus of textual data based on the input query or context.

Large Language Models 153

Large Language Models LLM Natural Language Processing Responsible AI 153

AWS Machine Learning Blog

OCTOBER 21, 2024

Whether you are just starting to explore the world of conversational AI or looking to optimize your existing agent deployments, this comprehensive guide can provide valuable long-term insights and practical tips to help you achieve your goals. Amazon Bedrock features help you develop your responsible AI practices in a scalable manner.

Generative AI 97

Generative AI Metadata Software Development AI 97

AWS Machine Learning Blog

OCTOBER 24, 2024

Agentic workflows are a fresh new perspective in building dynamic and complex business use- case based workflows with the help of large language models (LLM) as their reasoning engine or brain. The generative AI–based application builder assistant from this post will help you accomplish tasks through all three tiers.

Generative AI 97

Generative AI Large Language Models Explainability LLM 97

ODSC - Open Data Science

JANUARY 11, 2024

The EU Unveils “The AI Act” — First AI-Focused Legislative Proposal by a Major Regulator At the start of 2023, the European Union unveiled a first-of-its-kind set of regulations aimed at artificial intelligence, which was named the AI Act. Databricks Introduces Dolly 2.0:

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Large Language Models 52