IBM Journey to AI blog

SEPTEMBER 21, 2023

Generative AI and large language models are poised to impact how we all access and use information. Amazon Web Services (AWS) AWS joined us at TechXchange, where they illustrated how our generative AI technologies can be complementary and highlighted the availability of watsonx.data on the AWS marketplace.

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IBM Journey to AI blog

APRIL 24, 2024

Large language models (LLMs) may be the biggest technological breakthrough of the decade. As generative AI applications become increasingly ingrained in enterprise IT environments, organizations must find ways to combat this pernicious cyberattack. Hackers do not need to feed prompts directly to LLMs for these attacks to work.

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LLM Large Language Models Chatbots Artificial Intelligence 264

IBM Journey to AI blog

SEPTEMBER 27, 2023

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. The license may restrict how the LLM can be used.

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Large Language Models LLM Explainability Chatbots 289

IBM Journey to AI blog

AUGUST 1, 2023

True to their name, generative AI models generate text, images, code , or other responses based on a user’s prompt. But what makes the generative functionality of these models—and, ultimately, their benefits to the organization—possible? An open-source model, Google created BERT in 2018.

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Generative AI Data Scientist Machine Learning BERT 176

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.

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IBM Journey to AI blog

JULY 17, 2023

Generative AI has the potential to significantly disrupt customer care, leveraging large language models (LLMs) and deep learning techniques designed to understand complex inquiries and offer to generate more human-like conversational responses.

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Generative AI Auto-complete Automation AI 171

AWS Machine Learning Blog

APRIL 1, 2025

Generative AI has emerged as a powerful tool for content creation, offering several key benefits that can significantly enhance the efficiency and effectiveness of content production processes such as creating marketing materials, image generation, content moderation etc. with st.spinner(f"Generating."): .

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LLM Data Scientist Data Science Generative AI 103

AWS Machine Learning Blog

DECEMBER 5, 2024

As generative AI continues to drive innovation across industries and our daily lives, the need for responsible AI has become increasingly important. At AWS, we believe the long-term success of AI depends on the ability to inspire trust among users, customers, and society.

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Responsible AI AI Tools AI AI 100

Unite.AI

DECEMBER 6, 2024

Why is Postgres increasingly becoming the go-to database for building generative AI applications, and what key features make it suitable for this evolving landscape? companies adopting AI, these businesses require a foundational technology that will allow them to quickly and easily access their abundance of data and fully embrace AI.

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AI AI Data Platform LLM 130

AWS Machine Learning Blog

MARCH 10, 2025

With this GA release, weve introduced enhancements based on customer feedback, further improving scalability, observability, and flexibilitymaking AI-driven workflows easier to manage and optimize. Generative AI is no longer just about models generating responses, its about automation. What is multi-agent collaboration?

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Automation Generative AI Machine Learning Large Language Models 109

Flipboard

JUNE 6, 2023

Cloudera got its start in the Big Data era and is now moving quickly into the era of Big AI with large language models (LLMs). Today, Cloudera announced its strategy and tools for helping enterprises integrate the power of LLMs and generative AI into the company’s Cloudera Data Platform (CDP). …

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Big Data Large Language Models LLM Data Platform 139

AWS Machine Learning Blog

JUNE 18, 2024

This post presents a solution that uses a generative artificial intelligence (AI) to standardize air quality data from low-cost sensors in Africa, specifically addressing the air quality data integration problem of low-cost sensors. This is done to optimize performance and minimize cost of LLM invocation.

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AWS Machine Learning Blog

JULY 29, 2024

Requests and responses between Salesforce and Amazon Bedrock pass through the Einstein Trust Layer , which promotes responsible AI use across Salesforce. Einstein Model Builder’s BYO LLM experience provides the capability to register custom generative AI models from external environments such as Amazon Bedrock and Salesforce Data Cloud.

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Generative AI LLM Large Language Models AI 112

IBM Journey to AI blog

APRIL 9, 2024

This allows the Masters to scale analytics and AI wherever their data resides, through open formats and integration with existing databases and tools. “Hole distances and pin positions vary from round to round and year to year; these factors are important as we stage the data.” ” Watsonx.ai

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Machine Learning ML AI AI 250

AWS Machine Learning Blog

AUGUST 15, 2024

In turn, customers can ask a variety of questions and receive accurate answers powered by generative AI. If using text embeddings , these requests first pass through a LLM model hosted on Amazon Bedrock or Amazon SageMaker to generate embeddings before being saved into the question bank on OpenSearch Service.

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Chatbots Generative AI AI Chatbots LLM 119

NVIDIA

JULY 23, 2024

Generative AI applications have little, or sometimes negative, value without accuracy — and accuracy is rooted in data. To help developers efficiently fetch the best proprietary data to generate knowledgeable responses for their AI applications, NVIDIA today announced four new NVIDIA NeMo Retriever NIM inference microservices.

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LLM Generative AI Chatbots AI 105

AWS Machine Learning Blog

SEPTEMBER 6, 2024

This post focuses on evaluating and interpreting metrics using FMEval for question answering in a generative AI application. Evaluation for question answering in a generative AI application A generative AI pipeline can have many subcomponents, such as a RAG pipeline.

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Generative AI LLM AI AI 87

John Snow Labs

FEBRUARY 12, 2025

John Snow Labs’ Medical Language Models library is an excellent choice for leveraging the power of large language models (LLM) and natural language processing (NLP) in Azure Fabric due to its seamless integration, scalability, and state-of-the-art accuracy on medical tasks.

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Large Language Models NLP Natural Language Processing LLM 52

Unite.AI

FEBRUARY 21, 2024

Airflow provides the workflow management capabilities that are integral to modern cloud-native data platforms. Data platform architects leverage Airflow to automate the movement and processing of data through and across diverse systems, managing complex data flows and providing flexible scheduling, monitoring, and alerting.

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LLM Data Platform Software Engineer Chatbots 144

IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. On a smaller scale, some organizations are reallocating gen AI budgets towards headcount savings, particularly in customer service.

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TheSequence

JUNE 18, 2023

We discuss Google Research’s paper about REALM, the original retrieval-augmented foundation model and the new version of the Ray platform that includes support for LLMs. Edge 302: We deep dive into MPT-7B, an open source LLM that supports 65k tokens. Training data platform Refuel AI announced $5 million in new funding.

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Computer Vision Generative AI ML Large Language Models 98

TransOrg Analytics

APRIL 21, 2024

Gen AI Applications and Use Cases in Banking & Financial Services Generative AI tools are pioneering innovative breakthroughs and represent the convergence of machine learning and creativity, empowering machines to generate content independently. What is Generative AI?

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ODSC - Open Data Science

JANUARY 9, 2025

Be sure to check out her talk on week 4, AI AgentsA Practical Implementation, there to learn more about AI Agent Implementation! With the advent of Generative AI and Large Language Models (LLMs), we witnessed a paradigm shift in Application development, paving the way for a new wave of LLM-powered applications.

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Large Language Models LLM AI AI 45

AWS Machine Learning Blog

AUGUST 8, 2024

Next, you need to index this data to make it available for a Retrieval Augmented Generation (RAG) approach where relevant passages are delivered with high accuracy to a large language model (LLM). For a full list of Amazon Q Business supported data source connectors, see Amazon Q Business connectors.

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Metadata Generative AI ML IDP 109

ODSC - Open Data Science

FEBRUARY 22, 2024

Take a deep dive into Machine Learning, NLP, Large Language Models, Generative AI, MLOps, and more with 250+ experts, core contributors, and practitioners shaping the future of AI. Weekly Recap Newsletter Want to get a weekly digest of AI news from around the world every Friday? Register now for 40% off!

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AI Research AI Researcher Large Language Models Machine Learning 52

ODSC - Open Data Science

OCTOBER 20, 2023

Building and Deploying a Gen AI App in 20 Minutes Nick Schenone | Pre-Sales MLOps Engineer | Iguazio Building your own Generative AI application can be quite difficult. In this session, we’ll demonstrate how you can fine-tune a Gen AI model, build a Gen AI application, and deploy it in 20 minutes.

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Data Science NLP Machine Learning Data Analysis 52

John Snow Labs

JANUARY 14, 2025

This is the result of a concentrated effort to deeply integrate its technology across a range of cloud and data platforms, making it easier for customers to adopt and leverage its technology in a private, safe, and scalable way.

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Large Language Models NLP Natural Language Processing LLM 40

ODSC - Open Data Science

JULY 20, 2023

Then, they are deployed using specific generative AI tools based on each organization’s needs. MosaicML is one of the pioneers of the private LLM market, making it possible for companies to harness the power of specialized AI to suit specific needs. The deal has MosaicML become part of the Databrinks Lakehouse Platform.

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Machine Learning Data Science Neural Network Automation 52

Snorkel AI

JULY 14, 2023

In addition to the latest release of Snorkel Flow, we recently introduced Foundation Model Data Platform that expands programmatic data development beyond labeling for predictive AI with two core solutions: Snorkel GenFlow for building generative AI applications and Snorkel Foundry for developing custom LLMs with proprietary data.

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Auto-classification Machine Learning Data Science Data Platform 52

Snorkel AI

JULY 14, 2023

In addition to the latest release of Snorkel Flow, we recently introduced Foundation Model Data Platform that expands programmatic data development beyond labeling for predictive AI with two core solutions: Snorkel GenFlow for building generative AI applications and Snorkel Foundry for developing custom LLMs with proprietary data.

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Auto-classification Machine Learning Data Science Data Platform 52

ODSC - Open Data Science

MARCH 8, 2024

To address these limitations, researchers have turned to Retrieval-Augmented Generation (RAG) as a promising solution. Let’s explore why RAG is important and how it bridges the gap between LLMs and external knowledge. RAG is an architectural framework for LLM-powered applications which consists of two main steps: Retrieval.

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Convolutional Neural Networks Large Language Models Neural Network LLM 52

TheSequence

SEPTEMBER 29, 2024

This is Meta’s first major attempt to open source image models, signaling its strong commitment to open-source generative AI. Additionally, Meta AI announced the Llama Stack, which provides standard APIs in areas such as inference, memory, evaluation, post-training, and several other aspects required in Llama applications.

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ODSC - Open Data Science

OCTOBER 9, 2024

Whether you’re working on front-end development, back-end logic, or even mobile apps, AI code generators can drastically reduce development time while improving productivity. Expect more features and enhancements in this domain, as companies continue to refine AI-driven code generation. How you might ask?

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Snorkel AI

JULY 19, 2023

We used weak supervision to programmatically curate instruction tuning data for open-source LLMs. Instruction tuning (fine-tuning on high-quality responses to instructions) has emerged as an important step in developing performant large language models (LLMs) for generative AI tasks. Image generated using DALL-E.

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Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

JULY 19, 2023

We used weak supervision to programmatically curate instruction tuning data for open-source LLMs. Instruction tuning (fine-tuning on high-quality responses to instructions) has emerged as an important step in developing performant large language models (LLMs) for generative AI tasks. Image generated using DALL-E.

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Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

JULY 19, 2023

We used weak supervision to programmatically curate instruction tuning data for open-source LLMs. Instruction tuning (fine-tuning on high-quality responses to instructions) has emerged as an important step in developing performant large language models (LLMs) for generative AI tasks. Image generated using DALL-E.

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Categorization ChatGPT Large Language Models Generative AI 52

AWS Machine Learning Blog

AUGUST 4, 2023

Use the Salesforce Einstein Studio API for predictions Salesforce Einstein Studio is a new and centralized experience in Salesforce Data Cloud that data science and engineering teams can use to easily access their traditional models and LLMs used in generative AI.

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ML Categorization AI AI 88