AWS Machine Learning - AI

JANUARY 29, 2025

Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. In this post, we evaluate different generative AI operating model architectures that could be adopted.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

AWS Machine Learning - AI

MARCH 7, 2025

At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. Solution overview The policy documents reside in Amazon Simple Storage Service (Amazon S3) storage.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

CIO

NOVEMBER 7, 2024

Just as Japanese Kanban techniques revolutionized manufacturing several decades ago, similar “just-in-time” methods are paying dividends as companies get their feet wet with generative AI. We activate the AI just in time,” says Sastry Durvasula, chief information and client services officer at financial services firm TIAA.

Off-The-Shelf 199

Off-The-Shelf Generative AI Artificial Inteligence Training 199

CIO

NOVEMBER 11, 2024

Those bullish numbers don’t surprise many CIOs, as IT leaders from nearly every vertical are rolling out generative AI proofs of concept, with some already in production. Cloud providers have become the one-stop shop for everything an enterprise needs to get started with AI and scale as demand increases.”

Generative AI 206

Generative AI Artificial Inteligence Government Azure 206

CIO

NOVEMBER 1, 2024

With Databricks, the firm has also begun its journey into generative AI. The company started piloting a gen AI Assistant roughly 18 months ago that is now available to 90,000 employees globally, Beswick says, noting that the assistant now runs about 2 million requests per month.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

CIO

JANUARY 9, 2025

The commodity effect of LLMs over specialized ML models One of the most notable transformations generative AI has brought to IT is the democratization of AI capabilities. The extensive pre-trained knowledge of the LLMs enables them to effectively process and interpret even unstructured data.

Artificial Inteligence 192

Artificial Inteligence Software Review Software Enterprise 192

AWS Machine Learning - AI

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. In our tests, we’ve seen substantial improvements in scaling times for generative AI model endpoints across various frameworks.

Generative AI 107

Generative AI Artificial Inteligence Machine Learning AWS 107

AWS Machine Learning - AI

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 111

Generative AI Video Engineering Artificial Inteligence 111

CIO

OCTOBER 11, 2024

Opportunities for all That was the starting point to roll out an AI tool to roughly all of Setterwalls’ 200 lawyers. Other staff, amounting to about 100, also received AI support, even if it was less niche, such as Microsoft’s Copilot. So all of this has been adapted for AI. “No A third area is information analysis.

ChatGPT 190

ChatGPT Generative AI Guidelines Analysis 190

CIO

SEPTEMBER 29, 2023

If any technology has captured the collective imagination in 2023, it’s generative AI — and businesses are beginning to ramp up hiring for what in some cases are very nascent gen AI skills, turning at times to contract workers to fill gaps, pursue pilots, and round out in-house AI project teams.

Generative AI 214

Generative AI Machine Learning Artificial Inteligence ChatGPT 214

AWS Machine Learning - AI

NOVEMBER 27, 2024

Across diverse industries—including healthcare, finance, and marketing—organizations are now engaged in pre-training and fine-tuning these increasingly larger LLMs, which often boast billions of parameters and larger input sequence length. This approach reduces memory pressure and enables efficient training of large models.

Training 111

Training Artificial Inteligence AWS Machine Learning 111

AWS Machine Learning - AI

APRIL 29, 2025

Generative AI is rapidly reshaping industries worldwide, empowering businesses to deliver exceptional customer experiences, streamline processes, and push innovation at an unprecedented scale. Specifically, we discuss Data Replys red teaming solution, a comprehensive blueprint to enhance AI safety and responsible AI practices.

Generative AI 74

Generative AI Weak Development Team AWS Artificial Inteligence 74

CIO

MAY 6, 2025

In 2020, it was the pandemic, 2022 brought recession fears, and 2024 ushered in the generative AI era. Two years ago, I shared how gen AI impacts digital transformation priorities , focusing on data strategies, customer support initiatives, and AI governance.

CTO Coach 197

CTO Coach Software Review Generative AI Technical Review 197

CIO

JUNE 13, 2024

Over the past year, generative AI – artificial intelligence that creates text, audio, and images – has moved from the “interesting concept” stage to the deployment stage for retail, healthcare, finance, and other industries. On today’s most significant ethical challenges with generative AI deployments….

Generative AI 206

Generative AI Artificial Inteligence Innovation Software Review 206

CIO

DECEMBER 20, 2023

THE BOOM OF GENERATIVE AI Digital transformation is the bleeding edge of business resilience. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape.

Generative AI 193

Generative AI Software Review Technical Review Weak Development Team 193

CIO

SEPTEMBER 29, 2023

As I work with financial services and banking organizations around the world, one thing is clear: AI and generative AI are hot topics of conversation. Financial organizations want to capture generative AI’s tremendous potential while mitigating its risks. In short, yes. But it’s an evolution. billion by 2032.

Generative AI 200

Generative AI Banking Artificial Inteligence Organization 200

CIO

SEPTEMBER 26, 2024

Perhaps the most exciting aspect of cultivating an AI strategy is choosing use cases to bring to life. This is proving true for generative AI, whose ability to create image, text, and video content from natural language prompts has organizations scrambling to capitalize on the nascent technology.

Generative AI 211

Generative AI Strategy Artificial Inteligence Technical Review 211

TechCrunch

FEBRUARY 22, 2023

Later, once the startup has worked on honing its tech and building up fresh training data-sets, the plan is to go vertical by vertical, launching products that can serve all sorts of information workers. “We do work with pre-trained language models, like the ones that are at the core of [OpenAI’s] GPT.

Generative AI 246

Generative AI Tools Training Examples 246

CIO

NOVEMBER 7, 2023

Generative AI adoption is growing in the workplace—and for good reason. But the double-edged sword to these productivity gains is one of generative AI’s known Achilles heels: its ability to occasionally “ hallucinate ,” or present incorrect information as fact. Here are a range of options IT can use to get started.

Generative AI 195

Generative AI Artificial Inteligence Software Review Artificial Intelligence 195

AWS Machine Learning - AI

APRIL 30, 2025

Amazon Bedrock Model Distillation is generally available, and it addresses the fundamental challenge many organizations face when deploying generative AI : how to maintain high performance while reducing costs and latency. This provides optimal performance by maintaining the same structure the model was trained on.

Artificial Inteligence 115

Artificial Inteligence Generative AI AWS Training 115

CIO

SEPTEMBER 10, 2024

Generative AI is poised to redefine software creation and digital transformation. How generative AI transforms the SDLC GenAI has emerged as a transformative solution to address these challenges head-on. Document your organization’s guidelines for using output (i.e., Result: 80% less rework.

Generative AI 187

Generative AI Software Development SDLC Software 187

AWS Machine Learning - AI

JANUARY 13, 2025

This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. Enhancing the capabilities of IDP is the integration of generative AI, which harnesses large language models (LLMs) and generative techniques to understand and generate human-like text.

Education 112

Education Report Technical Review Generative AI 112

DevOps.com

SEPTEMBER 18, 2024

CortexClick today launched a content generation platform based on large language models (LLMs) that have been specifically trained to create documentation, tutorials and technical blog posts, including screenshots, for organizations building software.

Generative AI 137

Generative AI Artificial Inteligence Software Training 137

CIO

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. This is where some of our initial work with AI started,” Reihl says. “We We use AWS and Azure.

Generative AI 193

Generative AI Artificial Inteligence ChatGPT Azure 193

CIO

OCTOBER 10, 2023

Generative AI has quickly changed what the world thought was possible with artificial intelligence, and its mainstream adoption may seem shocking to many who don’t work in tech. A technology inflection point Generative AI operates on neural networks powered by deep learning systems, just like the brain works.

Generative AI 187

Generative AI Enterprise ChatGPT Artificial Inteligence 187

Perficient

DECEMBER 31, 2024

Generative AI is a rapidly evolving field, and understanding its key terminologies is crucial for anyone seeking to navigate this exciting landscape. The Foundation of Generative AI Generative AI, as the name suggests, focuses on the creation of new content.

Generative AI 52

Generative AI Artificial Inteligence Software Review Systems Review 52

CIO

AUGUST 19, 2024

Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems. All aboard the multiagent train It might help to think of multiagent systems as conductors operating a train.

Generative AI 215

Generative AI Artificial Inteligence Organization Technical Review 215

CIO

JUNE 27, 2024

Seven companies that license music, images, videos, and other data used for training artificial intelligence systems have formed a trade association to promote responsible and ethical licensing of intellectual property. They must also introduce operational processes document and disclose copyright-related information during dataset creation.”

Training 192

Training Generative AI Data Artificial Inteligence 192

CIO

FEBRUARY 23, 2024

Generative AI takes a front seat As for that AI strategy, American Honda’s deep experience with machine learning positions it well to capitalize on the next wave: generative AI. The ascendent rise of generative AI last year has applied pressure on CIOs across all industries to tap its potential.

Generative AI 183

Generative AI Innovation Automotive Technical Review 183

CIO

APRIL 14, 2023

While there’s an open letter calling for all AI labs to immediately pause training of AI systems more powerful than GPT-4 for six months, the reality is the genie is already out of the bottle. When AI-generated code works, it’s sublime,” says Cassie Kozyrkov, chief decision scientist at Google.

Generative AI 183

Generative AI Policies Artificial Inteligence Development 183

CIO

MARCH 7, 2023

Vince Kellen understands the well-documented limitations of ChatGPT, DALL-E and other generative AI technologies — that answers may not be truthful, generated images may lack compositional integrity, and outputs may be biased — but he’s moving ahead anyway. Generative AI can facilitate that.

Generative AI 174

Generative AI Artificial Inteligence Enterprise Software Review 174

CIO

AUGUST 30, 2023

In my previous column in May, when I wrote about generative AI uses and the cybersecurity risks they could pose , CISOs noted that their organizations hadn’t deployed many (if any) generative AI-based solutions at scale. What a difference a few months makes. Here’s what I learned. Privacy leaks?

Generative AI 199

Generative AI Security Enterprise ChatGPT 199

John Snow Labs

APRIL 23, 2025

Introduction Healthcare organizations are under increasing pressure to improve the accuracy and efficiency of clinical documentation and risk adjustment. To support this, Generative AI Lab 7 brings built-in HCC coding support to accelerate and streamline clinical annotation workflows.

Generative AI 52

Generative AI Software Review Systems Review Healthcare 52

AWS Machine Learning - AI

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. billion in 2025 to USD 66.68 billion by 2032 with a CAGR of 30.1 %.

Data 117

Data Generative AI Artificial Inteligence Compliance 117

AWS Machine Learning - AI

APRIL 10, 2025

Demystifying RAG and model customization RAG is a technique to enhance the capability of pre-trained models by allowing the model access to external domain-specific data sources. It combines two components: retrieval of external knowledge and generation of responses. To do so, we create a knowledge base.

Case Study 123

Case Study Artificial Inteligence Study Generative AI 123

CIO

NOVEMBER 4, 2024

When generative AI (genAI) burst onto the scene in November 2022 with the public release of OpenAI ChatGPT, it rapidly became the most hyped technology since the public internet. However, any customer-facing genAI apps need to be extensively and continuously tested and trained to ensure accuracy and a high-quality experience.

Enterprise 174

Enterprise ChatGPT Generative AI Infrastructure 174

CIO

MAY 1, 2024

Is generative AI so important that you need to buy customized keyboards or hire a new chief AI officer, or is all the inflated excitement and investment not yet generating much in the way of returns for organizations? Have you had training? Do you feel confident about being able to learn these things?

Generative AI 215

Generative AI Artificial Inteligence Metrics Training 215