AWS Machine Learning - AI

APRIL 9, 2025

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. For example, consider a text summarization AI assistant intended for academic research and literature review. Such queries could be effectively handled by a simple, lower-cost model.

Artificial Inteligence 123

Artificial Inteligence Generative AI AWS Applications 123

AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Principal needed a solution that could be rapidly deployed without extensive custom coding.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline.

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Generative AI Technical Review Insurance Policies 89

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.

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Off-The-Shelf Generative AI Artificial Inteligence Training 199

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 111

Generative AI AWS Enterprise Artificial Inteligence 111

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.

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Generative AI Video Engineering Artificial Inteligence 109

TechCrunch

MAY 3, 2023

The legal spats between artists and the companies training AI on their artwork show no sign of abating. Generative AI models “learn” to create art, code and more by “training” on sample images and text, usually scraped indiscriminately from the web.

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Generative AI Training Software Review Technical Review 214

AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. Developers need code assistants that understand the nuances of AWS services and best practices.

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AWS Software Review Knowledge Base Artificial Inteligence 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

CIO

JANUARY 14, 2025

What are we trying to accomplish, and is AI truly a fit? ChatGPT set off a burst of excitement when it came onto the scene in fall 2022, and with that excitement came a rush to implement not only generative AI but all kinds of intelligence. That rush of activity fed on itself, and FOMO took hold, says IT exec Ron Guerrier.

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Strategy Fractional CTO Technical Advisors Generative AI 211

CIO

OCTOBER 24, 2024

Noting that companies pursued bold experiments in 2024 driven by generative AI and other emerging technologies, the research and advisory firm predicts a pivot to realizing value. 40% of highly regulated enterprises will combine data and AI governance. Forrester Research this week unleashed a slate of predictions for 2025.

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Company Software Review Technical Review Generative AI 191

TechCrunch

APRIL 5, 2023

As generative AI proliferates, it’s beginning to reach the ads we hear on podcasts and the radio. Startup Adthos this week launched a platform that uses AI to generate scripts for audio ads — and even add voiceovers, sound effects and music. “The ones that don’t will be the ones losing jobs.”

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Generative AI Advertising Technical Review Training 252

CIO

SEPTEMBER 6, 2023

Generative AI has forced organizations to rethink how they work and what can and should be adjusted. Specifically, organizations are contemplating Generative AI’s impact on software development. It helps increase developer productivity and efficiency by helping developers shortcut building code.

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Generative AI Software Review Software Development Artificial Inteligence 179

CIO

NOVEMBER 27, 2024

For many organizations, preparing their data for AI is the first time they’ve looked at data in a cross-cutting way that shows the discrepancies between systems, says Eren Yahav, co-founder and CTO of AI coding assistant Tabnine. We’re looking at a general geographical area to see what the trend might be.

Data 211

Data Enterprise Weak Development Team Software Review 211

Xebia

APRIL 1, 2025

Currently there is a lot of focus on the engineers that can produce code easier and faster using GitHub Copilot. Eventually this path leads to disappointment: either the code does not work as hoped, or there was crucial information missing and the AI took a wrong turn somewhere. Use what works for your application.

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Software Review Technical Review Systems Review Generative AI 130

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.

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Generative AI Software Review Technical Review Weak Development Team 193

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 Artificial Intelligence 206

CIO

JUNE 3, 2024

For generative AI, a stubborn fact is that it consumes very large quantities of compute cycles, data storage, network bandwidth, electrical power, and air conditioning. Infrastructure-intensive or not, generative AI is on the march. of the overall AI server market in 2022 to 36% in 2027.

Generative AI 209

Generative AI Infrastructure Artificial Inteligence Storage 209

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.

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Generative AI Organization Enterprise Artificial Inteligence 85

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.

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Case Study Artificial Inteligence Study Generative AI 115

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.

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Generative AI Artificial Inteligence Software Review Artificial Intelligence 195

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.

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Generative AI Machine Learning Artificial Inteligence ChatGPT 214

CIO

SEPTEMBER 12, 2024

Despite mixed early returns , the outcome appears evident: Generative AI coding assistants will remake how software development teams are assembled, with QA and junior developer jobs at risk. AI will handle the rest of the software development roles, including security and compliance reviews, he predicts. “At

Software Review 214

Software Review Development Generative AI Software Development 214

TechCrunch

FEBRUARY 6, 2023

Magic, a startup developing a code-generating platform similar to GitHub’s Copilot , today announced that it raised $23 million in a Series A funding round led by Alphabet’s CapitalG with participation from Elad Gil, Nat Friedman and Amplify Partners. So what’s its story?

Software Review 245

Software Review Artificial Inteligence Technical Review Software Engineering 245

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.

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Training Artificial Inteligence AWS Machine Learning 106

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

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.

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Generative AI Artificial Inteligence Enterprise Software Review 174

John Snow Labs

APRIL 23, 2025

With the rise of value-based care, Hierarchical Condition Category (HCC) coding has become essential to support accurate reimbursement and reflect the true complexity of patient populations. To support this, Generative AI Lab 7 brings built-in HCC coding support to accelerate and streamline clinical annotation workflows.

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Generative AI Software Review Systems Review Healthcare 52

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. Maybe it’s a mix of the above.

Generative AI 211

Generative AI Strategy Artificial Inteligence Technical Review 211

CIO

SEPTEMBER 15, 2023

Salesforce is looking at a large recruitment drive as it plans to invest in new areas such as generative AI and push some of its popular products, such as the Data Cloud, CEO Marc Benioff, and chief operating officer Brian Millham told Bloomberg in an interview.

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Generative AI Technical Review Artificial Inteligence Software Review 199

Perficient

APRIL 16, 2025

Generative AI (Gen AI) is transforming the way organizations interact with data and develop high-quality software. GenAI in Data Management Gen AI revolutionizes the data lifecycle by improving data quality, automating processes, and thus accelerating and improving decision-making.

Quality Assurance 52

Quality Assurance Generative AI Software Review Data 52

CIO

DECEMBER 11, 2024

The main commercial model, from OpenAI, was quicker and easier to deploy and more accurate right out of the box, but the open source alternatives offered security, flexibility, lower costs, and, with additional training, even better accuracy. Another benefit is that with open source, Emburse can do additional model training.

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Open Source Artificial Inteligence Technical Review Software Review 172

CIO

JANUARY 8, 2025

Increasingly, however, CIOs are reviewing and rationalizing those investments. As VP of cloud capabilities at software company Endava, Radu Vunvulea consults with many CIOs in large enterprises. But, says Vunvulea, the computation power and infrastructure needed to train or optimize the model isnt easy to find or buy on prem.

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Cloud Technical Review Systems Review Budget 209

CIO

DECEMBER 11, 2024

By modern, I refer to an engineering-driven methodology that fully capitalizes on automation and software engineering best practices. This approach is repeatable, minimizes dependence on manual controls, harnesses technology and AI for data management and integrates seamlessly into the digital product development process.

Data 167

Data Technical Review Software Review Weak Development Team 167

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 101

Artificial Inteligence Microservices Generative AI AWS 101

Xebia

DECEMBER 19, 2024

GitHub Copilot is an AI-powered pair programming buddy that can help you write, review, understand code, and more! As it is available inside of coding editors as well as on github.com, it has the context of the code (or documentation, or tests, or anything else) that you are working on, and will start helping you out from there.

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Development Software Review Generative AI Azure 130

AWS Machine Learning - AI

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution.

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Education Report Technical Review Generative AI 103