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. 70B model showed significant and consistent improvements in end-to-end (E2E) scaling times.

Generative AI 106

Generative AI Artificial Inteligence Machine Learning AWS 106

CIO

MARCH 11, 2025

To capitalize on the enormous potential of artificial intelligence (AI) enterprises need systems purpose-built for industry-specific workflows. Strong domain expertise, solid data foundations and innovative AI capabilities will help organizations accelerate business outcomes and outperform their competitors.

Artificial Inteligence 162

Artificial Inteligence Enterprise Artificial Intelligence Insurance 162

AWS Machine Learning - AI

APRIL 10, 2025

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. For example, pre-training the Llama 3 70B model with 15 trillion training tokens took 6.5 million H100 GPU hours.

Training 112

Training Artificial Inteligence Hardware Systems Review 112

Crunchbase News

NOVEMBER 13, 2024

By Bob Ma According to a report by McKinsey , generative AI could have an economic impact of $2.6 Bob Ma of Copec Wind Ventures AI’s eye-popping potential has given rise to numerous enterprise generative AI startups focused on applying large language model technology to the enterprise context.

Artificial Inteligence 133

Artificial Inteligence UI/UX Off-The-Shelf Generative AI 133

CIO

FEBRUARY 5, 2025

As insurance companies embrace generative AI (genAI) to address longstanding operational inefficiencies, theyre discovering that general-purpose large language models (LLMs) often fall short in solving their unique challenges.

Artificial Inteligence 109

Artificial Inteligence Insurance Technical Review Generative AI 109

CIO

NOVEMBER 27, 2024

Today, enterprises are leveraging various types of AI to achieve their goals. Just as DevOps has become an effective model for organizing application teams, a similar approach can be applied here through machine learning operations, or “MLOps,” which automates machine learning workflows and deployments.

Architecture 193

Architecture Artificial Inteligence Data Development Team Review 193

AWS Machine Learning - AI

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

TechCrunch

MARCH 7, 2023

The enterprise is about to get hit by the generative AI hype train, as Salesforce prepares to invest in startups developing what it calls “responsible generative AI.” Salesforce Ventures targets new $250M fund at generative AI startups by Paul Sawers originally published on TechCrunch

Generative AI 308

Generative AI ChatGPT Artificial Inteligence Conference 308

AWS Machine Learning - AI

MARCH 4, 2025

In this post, we explore a generative AI solution leveraging Amazon Bedrock to streamline the WAFR process. We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices.

Generative AI 115

Generative AI Technical Review Software Review Systems Review 115

TechEmpower CTO

OCTOBER 9, 2023

Artificial Intelligence (AI), and particularly Large Language Models (LLMs), have significantly transformed the search engine as we’ve known it. With Generative AI and LLMs, new avenues for improving operational efficiency and user satisfaction are emerging every day.

Generative AI 346

Generative AI Artificial Inteligence How To Systems Review 346

John Snow Labs

APRIL 2, 2025

John Snow Labs, the AI for healthcare company, today announced the release of Generative AI Lab 7.0. The update enables domain experts, such as doctors or lawyers, to evaluate and improve custom-built large language models (LLMs) with precision and transparency.

Artificial Inteligence 89

Artificial Inteligence Software Review Generative AI Technical Review 89

AWS Machine Learning - AI

NOVEMBER 12, 2024

In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific language. This is done by providing large language models (LLMs) in-context sample data with features and labels in the prompt.

Generative AI 114

Generative AI Artificial Inteligence Industry Analysis 114

CIO

JANUARY 6, 2025

They want to expand their use of artificial intelligence, deliver more value from those AI investments, further boost employee productivity, drive more efficiencies, improve resiliency, expand their transformation efforts, and more. I am excited about the potential of generative AI, particularly in the security space, she says.

Generative AI 210

Generative AI Artificial Inteligence Off-The-Shelf Innovation 210

AWS Machine Learning - AI

APRIL 10, 2025

The introduction of Amazon Nova models represent a significant advancement in the field of AI, offering new opportunities for large language model (LLM) optimization. In this post, we demonstrate how to effectively perform model customization and RAG with Amazon Nova models as a baseline.

Case Study 122

Case Study Artificial Inteligence Study Generative AI 122

CIO

MAY 1, 2025

Small language models (SLMs) are giving CIOs greater opportunities to develop specialized, business-specific AI applications that are less expensive to run than those reliant on general-purpose large language models (LLMs). Cant run the risk of a hallucination in a healthcare use case.

Artificial Inteligence 168

Artificial Inteligence Airlines Healthcare Firewall 168

CIO

MARCH 14, 2025

As Artificial Intelligence (AI)-powered cyber threats surge, INE Security , a global leader in cybersecurity training and certification, is launching a new initiative to help organizations rethink cybersecurity training and workforce development. However, this shift also presents risks.

Artificial Inteligence 103

Artificial Inteligence Training Generative AI Artificial Intelligence 103

CIO

OCTOBER 23, 2024

Since 2022, the tech industry has experienced massive layoffs, as large tech companies have reduced their workforce numbers in response to rising interest rates and emerging generative AI technology. AI is a top focus for organizations, and tech talent with AI skills are much more in demand than those without AI related skills.

Marketing 195

Marketing Artificial Inteligence Generative AI Artificial Intelligence 195

AWS Machine Learning - AI

NOVEMBER 27, 2024

Large language models (LLMs) have witnessed an unprecedented surge in popularity, with customers increasingly using publicly available models such as Llama, Stable Diffusion, and Mistral. To maximize performance and optimize training, organizations frequently need to employ advanced distributed training strategies.

Training 110

Training Artificial Inteligence AWS Machine Learning 110

CIO

APRIL 14, 2025

Artificial intelligence has great potential in predicting outcomes. While AI can predict the likelihood of precipitation, it most likely wont help you dress or prepare for inclement weather. Because of generative AI and large language models (LLMs), AI can do amazing human-like things such as pass a medical exam or an LSAT test.

Artificial Inteligence 156

Artificial Inteligence Artificial Intelligence Weak Development Team Generative AI 156

CIO

JANUARY 30, 2025

While most provisions of the EU AI Act come into effect at the end of a two-year transition period ending in August 2026, some of them enter force as early as February 2, 2025. We joined the pact right away because Adecco is an early adopter: Tthe HR and staffing sector is very impacted by AI, says Proietti.

Compliance 192

Compliance Artificial Inteligence Enterprise Artificial Intelligence 192

CIO

DECEMBER 5, 2024

Combined with an April IDC survey that found organizations launching an average of 37 AI POCs, the September survey suggests many CIOs have been throwing the proverbial spaghetti at the wall to see what sticks, says Daniel Saroff, global vice president for consulting and research services at IDC.

Metrics 187

Metrics Artificial Inteligence Fractional CTO Strategic Planning 187

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

AWS Machine Learning - AI

DECEMBER 4, 2024

About the NVIDIA Nemotron model family At the forefront of the NVIDIA Nemotron model family is Nemotron-4, as stated by NVIDIA, it is a powerful multilingual large language model (LLM) trained on an impressive 8 trillion text tokens, specifically optimized for English, multilingual, and coding tasks.

Artificial Inteligence 105

Artificial Inteligence Microservices Generative AI AWS 105

CIO

NOVEMBER 4, 2024

Like many innovative companies, Camelot looked to artificial intelligence for a solution. The result is Myrddin, an AI-based cyber wizard that provides answers and guidance to IT teams undergoing CMMC assessments. To address compliance fatigue, Camelot began work on its AI wizard in 2023.

Compliance 173

Compliance Artificial Inteligence Guidelines Artificial Intelligence 173

CIO

NOVEMBER 19, 2024

All industries and modern applications are undergoing rapid transformation powered by advances in accelerated computing, deep learning, and artificial intelligence. The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data.

Artificial Inteligence 174

Artificial Inteligence Engineering Data Storage 174

AWS Machine Learning - AI

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). For this post, we run the code in a Jupyter notebook within VS Code and use Python.

Software Review 119

Software Review Artificial Inteligence Generative AI AWS 119

CIO

AUGUST 9, 2024

As business leaders look to harness AI to meet business needs, generative AI has become an invaluable tool to gain a competitive edge. What sets generative AI apart from traditional AI is not just the ability to generate new data from existing patterns.

Generative AI 215

Generative AI Artificial Inteligence Virtualization Training 215

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. Adherence to responsible and ethical AI practices were a priority for Principal.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

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

OCTOBER 24, 2024

growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs. We have companies trying to build out the data centers that will run gen AI and trying to train AI,” he says. Gartner’s new 2025 IT spending projection , of $5.75

Data Center 200

Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

AWS Machine Learning - AI

APRIL 30, 2025

As generative AI revolutionizes industries, organizations are eager to harness its potential. This post explores key insights and lessons learned from AWS customers in Europe, Middle East, and Africa (EMEA) who have successfully navigated this transition, providing a roadmap for others looking to follow suit.

Generative AI 67

Generative AI Artificial Inteligence AWS Machine Learning 67

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 94

Generative AI Organization Enterprise Artificial Inteligence 94

O'Reilly Media - Ideas

FEBRUARY 25, 2025

Hi, I am a professor of cognitive science and design at UC San Diego, and I recently wrote posts on Radar about my experiences coding with and speaking to generative AI tools like ChatGPT. In particular, theyre great at generating and explaining small pieces of self-contained code (e.g., Yes and no.

Generative AI 85

Generative AI Artificial Inteligence ChatGPT UI/UX 85

CIO

NOVEMBER 13, 2024

One is going through the big areas where we have operational services and look at every process to be optimized using artificial intelligence and large language models. And the second is deploying what we call LLM Suite to almost every employee. You need people who are trained to see that.

Weak Development Team 212

Weak Development Team Artificial Inteligence Technical Review Generative AI 212

CIO

OCTOBER 23, 2024

Artificial intelligence is an early stage technology and the hype around it is palpable, but IT leaders need to take many challenges into consideration before making major commitments for their enterprises. Analysts at this week’s Gartner IT Symposium/Xpo spent tons of time talking about the impact of AI on IT systems and teams.

Enterprise 203

Enterprise Minimum Viable Product Generative AI Artificial Intelligence 203

AWS Machine Learning - AI

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. Researchers developed Medusa , a framework to speed up LLM inference by adding extra heads to predict multiple tokens simultaneously.

Artificial Inteligence 77

Artificial Inteligence Training AWS Machine Learning 77

CIO

MAY 30, 2024

Generative AI is poised to disrupt nearly every industry, and IT professionals with highly sought after gen AI skills are in high demand, as companies seek to harness the technology for various digital and operational initiatives.

Generative AI 206

Generative AI Artificial Inteligence Programming Azure 206