AWS Machine Learning Blog

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Many commercial generative AI solutions available are expensive and require user-based licenses.

Generative AI 109

Generative AI ML AI AI 109

Unite.AI

NOVEMBER 21, 2023

In an era marked by rapid technological evolution, the landscape of artificial intelligence is undergoing a monumental shift, spearheaded by the advent and integration of generative AI. Firstly, the evolution of generative AI technologies has made them more accessible and easier to implement.

Generative AI 227

Generative AI Data Analysis Automation AI 227

NVIDIA

DECEMBER 24, 2024

For workstations, NVIDIA RTX GPUs deliver over 1,400 TOPS, enabling next-level AI acceleration and efficiency. Unlocking Productivity and Creativity With AI-Powered Chatbots AI Decoded earlier this year explored what LLMs are , why they matter and how to use them.

LLM 132

LLM Software Development AI AI 132

Marktechpost

NOVEMBER 16, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

Artificial Intelligence 104

Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 104

Unite.AI

DECEMBER 19, 2024

Better Analysis Before Taking the Plunge With more emphasis on improved ROI, businesses will be turning to AI itself to ensure they are spending wisely. One of the biggest problems to date is the haste to jump on the bandwagon especially since the introduction of generative AI and LLMs.

Automation 147

Automation AI AI Artificial Intelligence 147

Unite.AI

JANUARY 28, 2025

Since its inception in 2016, Cognigy's vision has shifted from providing a conversational AI platform to any business to becoming a global leader for AI Agents for enterprise contact centers. Initially, the focus was on enabling businesses to deploy chatbots and voice assistants.

Conversational AI 147

Conversational AI Generative AI Automation Large Language Models 147

Unite.AI

NOVEMBER 14, 2024

NTT DATA’s latest Global GenAI Report, based on an expansive survey of 2,307 executives across 34 countries, provides an in-depth look at how Generative AI (GenAI) is redefining business landscapes in 2025. Sustainability Goals: Align GenAI objectives with sustainability initiatives to ensure environmentally responsible use.

Automation 162

Automation Chatbots Responsible AI Generative AI 162

Unite.AI

FEBRUARY 5, 2025

Artificial Intelligence (AI) is no longer just a science-fiction concept. AI can change many disciplines, from chatbots helping in customer service to advanced systems that accurately diagnose diseases. But, even with these significant achievements, many businesses find using AI in their daily operations hard.

AI Modeling 130

AI Modeling Chatbots AI AI 130

AWS Machine Learning Blog

MARCH 20, 2025

Gartner predicts that by 2027, 40% of generative AI solutions will be multimodal (text, image, audio and video) by 2027, up from 1% in 2023. The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling.

Automation 104

Automation IDP Generative AI Prompt Engineer 104

AWS Machine Learning Blog

MAY 1, 2024

Numerous customers face challenges in managing diverse data sources and seek a chatbot solution capable of orchestrating these sources to offer comprehensive answers. This post presents a solution for developing a chatbot capable of answering queries from both documentation and databases, with straightforward deployment.

Chatbots 128

Chatbots Automation Machine Learning DevOps 128

AWS Machine Learning Blog

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

Generative AI 75

Generative AI LLM AI AI 75

AWS Machine Learning Blog

JUNE 25, 2024

LLMs find use in chatbots for customer service , virtual assistants , content generation , and much more. 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.

Generative AI 127

Generative AI LLM Machine Learning Chatbots 127

Unite.AI

JANUARY 12, 2024

The field of artificial intelligence (AI) has seen tremendous growth in 2023. Generative AI, which focuses on creating realistic content like images, audio, video and text, has been at the forefront of these advancements. These innovations signal a shifting priority towards multimodal, versatile generative models.

Generative AI 189

Generative AI Neural Network ChatGPT OpenAI 189

AWS Machine Learning Blog

OCTOBER 16, 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.

Metadata 116

Metadata Automation Generative AI AI 116

Flipboard

FEBRUARY 19, 2025

In the age of generative artificial intelligence (AI), data isnt just kingits the entire kingdom. Additionally, we discuss some of the responsible AI framework that customers should consider adopting as trust and responsible AI implementation remain crucial for successful AI adoption.

Responsible AI 81

Responsible AI Natural Language Processing Explainability Large Language Models 81

AWS Machine Learning Blog

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF).

Generative AI 116

Generative AI LLM Chatbots Machine Learning 116

Unite.AI

JANUARY 1, 2025

AI serves as the catalyst for innovation in banking by simplifying this sectors complex processes while improving efficiency, accuracy, and personalization. AI chatbots, for example, are now commonplace with 72% of banks reporting improved customer experience due to their implementation.

Explainable AI 140

Explainable AI AI AI Natural Language Processing 140

AWS Machine Learning Blog

SEPTEMBER 24, 2024

Goldman Sachs estimated that generative AI could automate 44% of legal tasks in the US. A special report published by Thompson Reuters reported that generative AI awareness is significantly higher among legal professionals, with 91% of respondents saying they have heard of or read about these tools.

Generative AI 102

Generative AI ML AI AI 102

ODSC - Open Data Science

FEBRUARY 23, 2023

As we have seen since mid-2022, generative AI such as text-to-image art , and other AI-powered tools have entered the mainstream. With these tools becoming even more user-friendly, with each iteration and their popularity growing, it’s clear that generative AI is here to stay.

Generative AI 108

Generative AI Data Science ChatGPT AI 108

AWS Machine Learning Blog

FEBRUARY 5, 2025

Retrieval and Execution Rails: These govern how the AI interacts with external tools and data sources. When a user asks about pets, the chatbot will provide an answer. Write only one of: {{ potential_user_intents }} assistant stop: - " " This prompt is designed to guide the chatbot in determining the users intent.

LLM 99

LLM Chatbots Conversational AI Large Language Models 99

IBM Journey to AI blog

JULY 23, 2024

comprises both pretrained and instruction-tuned text in/text out open source generative AI models in sizes of 8B, 70B and—for the first time—405B parameters. Collectively, these resources encourage standardization of the development and usage of trust and safety tools for generative AI. How Llama 3.1-405B

LLM 249

LLM Large Language Models Generative AI Responsible AI 249

AWS Machine Learning Blog

OCTOBER 27, 2023

Organizations are using AI to improve data-driven decisions, enhance omnichannel experiences, and drive next-generation product development. Enterprises are using generative AI specifically to power their marketing efforts through emails, push notifications, and other outbound communication channels.

Generative AI 114

Generative AI Artificial Intelligence Artificial Intelligence AI 114

Towards AI

FEBRUARY 14, 2023

Generative AI involves the use of neural networks to create new content such as images, videos, or text. It also raises ethical concerns around issues such as bias and the potential misuse of generated content. Disclaimer: This article uses Cohere for text generation. What is Generative AI?

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Generative AI Natural Language Processing 98

NVIDIA

MAY 1, 2024

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible, and which showcases new hardware, software, tools and accelerations for RTX PC users. ChatRTX also now supports ChatGLM3, an open, bilingual (English and Chinese) LLM based on the general language model framework.

AI Modeling 130

AI Modeling Neural Network Chatbots Metadata 130

AWS Machine Learning Blog

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

Generative AI 128

Generative AI LLM AI AI 128

AWS Machine Learning Blog

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. Enterprise Solutions Architect at AWS, experienced in Software Engineering, Enterprise Architecture, and AI/ML.

Prompt Engineering 139

Prompt Engineering Prompt Engineer Generative AI LLM 139

AWS Machine Learning Blog

SEPTEMBER 13, 2024

We aim to target and simplify them using generative AI with Amazon Bedrock. The application generates SQL queries based on the user’s input, runs them against an Athena database containing CUR data, and presents the results in a user-friendly format. Athena is configured to access and query the CUR data stored in Amazon S3.

Generative AI 93

Generative AI Chatbots Auto-complete AI 93

Google Research AI blog

MAY 18, 2023

We continue to focus on making AI more understandable, interpretable, fun, and usable by more people around the world. It’s a mission that is particularly timely given the emergence of generative AI and chatbots. In this blog post, we review recent PAIR work that is changing the way we engage with AI.

Responsible AI 65

Responsible AI ML AI AI 65

John Snow Labs

JANUARY 25, 2024

John Snow Labs , the AI for healthcare company, has completed its highest growth year in company history. Attributed to its state-of-the-art artificial intelligence (AI) models and proven customer success, the focus on generative AI has gained the company industry recognition.

NLP 94

NLP LLM Generative AI Large Language Models 94

AWS Machine Learning Blog

MARCH 6, 2025

This blog post delves into how these innovative tools synergize to elevate the performance of your AI applications, ensuring they not only meet but exceed the exacting standards of enterprise-level deployments. Responses that are not only factually accurate but also highly relevant to user queries.

LLM 84

LLM Generative AI ML Prompt Engineer 84

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. These new applications need thorough testing and cautious rollouts to reduce potential dangers.

Generative AI 104

Generative AI AI Modeling Large Language Models LLM 104

AWS Machine Learning Blog

OCTOBER 17, 2023

To tackle this challenge, Amazon Pharmacy built a generative AI question and answering (Q&A) chatbot assistant to empower agents to retrieve information with natural language searches in real time, while preserving the human interaction with customers. Finally, we describe the product architecture.

LLM 123

LLM Chatbots Explainability Generative AI 123

Unite.AI

MAY 27, 2024

AI plays a crucial role in strengthening cybersecurity measures and preventing financial crime by identifying and mitigating potential threats in real-time. Leaders see opportunities in enhancing customer and client experiences, with 87 percent stating that they believe AI can bring improvements to this space.

Machine Learning 223

Machine Learning Explainability Algorithm AI 223

AWS Machine Learning Blog

SEPTEMBER 20, 2024

Amazon Bedrock Agents offers a powerful solution for enhancing chatbot capabilities, and when combined with web search APIs, they address a critical customer pain point. In this post, we demonstrate how to use Amazon Bedrock Agents with a web search API to integrate dynamic web content in your generative AI application.

Generative AI 105

Generative AI Python Chatbots AI 105

Marktechpost

JUNE 19, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

Artificial Intelligence 124

Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 124

AWS Machine Learning Blog

JANUARY 28, 2025

In production generative AI applications, responsiveness is just as important as the intelligence behind the model. To effectively optimize AI applications for responsiveness, we need to understand the key metrics that define latency and how they impact user experience.

LLM 71

LLM Generative AI AI AI 71

NVIDIA

JANUARY 11, 2024

Portfolio optimization, fraud detection and risk management remain top AI use cases, while generative AI is quickly gaining popularity with organizations keen to uncover new efficiencies. Below are the report’s key findings, which show how the financial services industry is evolving as advanced AI becomes more accessible.

Large Language Models 138

Large Language Models Data Scientist Generative AI AI 138