CIO

APRIL 4, 2024

Some prospective projects require custom development using large language models (LLMs), but others simply require flipping a switch to turn on new AI capabilities in enterprise software. “AI We don’t want to just go off to the next shiny object,” she says. “We We want to maintain discipline and go deep.”

Enterprise 321

Enterprise Generative AI Technical Review Artificial Inteligence 321

CIO

JANUARY 23, 2023

OpenAI has landed billions of dollars more funding from Microsoft to continue its development of generative artificial intelligence tools such as Dall-E 2 and ChatGPT. As a licensee of OpenAI’s software it will have access to new AI-based capabilities it can resell or build into its products.

Enterprise 328

Enterprise ChatGPT Technical Advisors Generative AI 328

CIO

AUGUST 16, 2023

Ever since OpenAI’s ChatGPT set adoption records last winter, companies of all sizes have been trying to figure out how to put some of that sweet generative AI magic to use. Many, if not most, enterprises deploying generative AI are starting with OpenAI, typically via a private cloud on Microsoft Azure.

Artificial Inteligence 224

Artificial Inteligence Generative AI Open Source ChatGPT 224

AWS Machine Learning - AI

APRIL 16, 2024

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. They then use SQL to explore, analyze, visualize, and integrate data from various sources before using it in their ML training and inference.

Artificial Inteligence 83

Artificial Inteligence AWS Data Generative AI 83

AWS Machine Learning - AI

NOVEMBER 22, 2023

The financial service (FinServ) industry has unique generative AI requirements related to domain-specific data, data security, regulatory controls, and industry compliance standards. RAG is a framework for improving the quality of text generation by combining an LLM with an information retrieval (IR) system.

Artificial Inteligence 86

Artificial Inteligence Serverless Engineering Generative AI 86

AWS Machine Learning - AI

DECEMBER 22, 2023

These foundation models perform well with generative tasks, from crafting text and summaries, answering questions, to producing images and videos. Despite the great generalization capabilities of these models, there are often use cases where these models have to be adapted to new tasks or domains.

Artificial Inteligence 87

Artificial Inteligence Training Metrics Off-The-Shelf 87