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.

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Generative AI Technical Review Software Review Systems Review 92

CIO

NOVEMBER 22, 2024

The road ahead for IT leaders in turning the promise of generative AI into business value remains steep and daunting, but the key components of the gen AI roadmap — data, platform, and skills — are evolving and becoming better defined. MIT event, moderated by Lan Guan, CAIO at Accenture.

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Airlines LAN Generative AI Travel 204

CIO

JANUARY 7, 2025

But CIOs will need to increase the business acumen of their digital transformation leaders to ensure the right initiatives get priority, vision statements align with business objectives, and teams validate AI model accuracy. 2025 will be the year when generative AI needs to generate value, says Louis Landry, CTO at Teradata.

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Technical Cofounder Technical Review Weak Development Team Software Review 215

CIO

NOVEMBER 11, 2024

Research firm IDC projects worldwide spending on technology to support AI strategies will reach $337 billion in 2025 — and more than double to $749 billion by 2028. 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.

Generative AI 206

Generative AI Artificial Inteligence Government Azure 206

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

CIO

AUGUST 9, 2024

Generative AI gives organizations the unique ability to glean fresh insights from existing data and produce results that go beyond the original input. Companies eager to harness these benefits can leverage ready-made, budget-friendly models and customize them with proprietary business data to quickly tap into the power of AI.

Generative AI 210

Generative AI Off-The-Shelf Artificial Inteligence Guidelines 210

AWS Machine Learning - AI

MARCH 26, 2025

Generative AI has emerged as a game changer, offering unprecedented opportunities for game designers to push boundaries and create immersive virtual worlds. At the forefront of this revolution is Stability AIs cutting-edge text-to-image AI model, Stable Diffusion 3.5 Large (SD3.5

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Generative AI Games Development AWS 95

CIO

MAY 3, 2024

United Parcel Service last year turned to generative AI to help streamline its customer service operations. Customer service is emerging as one of the top use cases for generative AI in today’s enterprise, says Daniel Saroff, group vice president of consulting and research at IDC.

Generative AI 210

Generative AI Artificial Inteligence Knowledge Base Training 210

CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider.

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Generative AI Technical Advisors Insurance Weak Development Team 158

TechCrunch

JANUARY 4, 2024

2024 is going to be a huge year for the cross-section of generative AI/large foundational models and robotics. There’s a lot of excitement swirling around the potential for various applications, ranging from learning to product design. In a blog post […] © 2023 TechCrunch.

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Artificial Inteligence Generative AI Training Video 344

CIO

JANUARY 9, 2025

This trend towards natural language input will spread across applications, making the UX more intuitive and less constrained by traditional UI elements. 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.

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Artificial Inteligence Software Review Software Enterprise 192

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 23, 2024

Whether you’re moving at an AI-steady or AI-accelerated pace, you have to deliver value and outcomes.” With that as a backdrop, Gartner analysts offered a number of takes on AI throughout the symposium. To generate business value with generative AI (GenAI), people must consistently use GenAI tools in their workflow.

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Enterprise Minimum Viable Product Generative AI Artificial Intelligence 203

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 98

Generative AI Video Engineering Artificial Inteligence 98

CIO

MARCH 13, 2025

We developed clear governance policies that outlined: How we define AI and generative AI in our business Principles for responsible AI use A structured governance process Compliance standards across different regions (because AI regulations vary significantly between Europe and U.S.

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Company Generative AI Insurance Education 186

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. trillion to $4.4

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Artificial Inteligence UI/UX Off-The-Shelf Generative AI 134

TechCrunch

FEBRUARY 28, 2023

Founded by former Adobe CTO Abhay Parasnis, Typeface attempts to combine generative AI with a brand’s tone, audiences and workflows to — as Parasnis rather aspirationally puts it — “reimagine” content workflows and corporate content development.

Generative AI 246

Generative AI Enterprise Advertising ChatGPT 246

TechCrunch

FEBRUARY 28, 2023

These advancements in generative AI offer further evidence that we’re on the precipice of an AI revolution. However, most of these generative AI models are foundational models: high-capacity, unsupervised learning systems that train on vast amounts of data and take millions of dollars of processing power to do it.

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Generative AI How To Training ChatGPT 248

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.

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Generative AI Infrastructure Artificial Inteligence Storage 209

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

AWS Machine Learning - AI

NOVEMBER 15, 2024

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy of AI-generated outputs, data privacy, and broader societal impacts have underscored the importance of responsible AI development.

Applications 98

Applications Generative AI AWS Artificial Inteligence 98

CIO

OCTOBER 17, 2024

Developers unimpressed by the early returns of generative AI for coding take note: Software development is headed toward a new era, when most code will be written by AI agents and reviewed by experienced developers, Gartner predicts. It may be difficult to train developers when most junior jobs disappear.

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Software Review Software Engineering Weak Development Team Engineering 212

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 75

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.

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Generative AI Tools Training Examples 246

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.

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Generative AI Artificial Inteligence Machine Learning AWS 86

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. What model(s) do you choose?

Generative AI 211

Generative AI Strategy Artificial Inteligence Technical Review 211

CIO

JANUARY 14, 2025

The gap between emerging technological capabilities and workforce skills is widening, and traditional approaches such as hiring specialized professionals or offering occasional training are no longer sufficient as they often lack the scalability and adaptability needed for long-term success.

Technical Advisors 187

Technical Advisors Strategy Training Research 187

CIO

OCTOBER 26, 2023

You don’t have to look further than recent headlines to know generative AI has garnered outsized attention in 2023. The case for GenAI education as part of IT’s remit At first blush, training and educating users on how to use generative AI may seem outside the typical scope of IT, but GenAI is not a typical tech transformation.

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Generative AI Technology Sport Education 213

CIO

MARCH 29, 2024

That’s why Rocket Mortgage has been a vigorous implementor of machine learning and AI technologies — and why CIO Brian Woodring emphasizes a “human in the loop” AI strategy that will not be pinned down to any one generative AI model. For example, most people know Google and Alphabet are the same employer.

Generative AI 201

Generative AI Artificial Inteligence AWS Machine Learning 201

CIO

MARCH 13, 2025

Hes seeing the need for professionals who can not only navigate the technology itself, but also manage increasing complexities around its surrounding architectures, data sets, infrastructure, applications, and overall security. Or bring in a consulting company that can help you build and train at the same time, he adds.

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Part-Time VPE Weak Development Team Fractional VPE Fractional CTO 205

CIO

JANUARY 13, 2025

Shift AI experimentation to real-world value Generative AI dominated the headlines in 2024, as organizations launched widespread experiments with the technology to assess its ability to enhance efficiency and deliver new services. Most of all, the following 10 priorities should be at the top of your 2025 to-do list.

Technical Advisors 210

Technical Advisors Disaster Recovery Generative AI Innovation 210

CIO

OCTOBER 25, 2024

While the 60-year-old mainframe platform wasn’t created to run AI workloads, 86% of business and IT leaders surveyed by Kyndryl say they are deploying, or plan to deploy, AI tools or applications on their mainframes. How do you make the right choice for whatever application that you have?”

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Survey Artificial Intelligence Artificial Inteligence Hardware 200

CIO

JANUARY 30, 2025

The EU has completed a very important initiative by approving one of the worlds first regulations on AI, in an anthropocentric function, protecting fundamental rights and guaranteeing innovation, Valentini continues. On this basis we chose to join the AI Pact, which gives guidelines and helps understand the rules of law.

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Compliance Artificial Inteligence Enterprise Artificial Intelligence 192

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 93

Training Artificial Inteligence AWS Machine Learning 93

CIO

OCTOBER 23, 2023

Generative AI has been a boon for businesses, helping employees discover new ways to generate content for a range of uses. The buzz has been loud enough that you’d be forgiven for thinking that GenAI was the be all, end all of AI. Let’s focus on how to distinguish predictive AI from GenAI.

Generative AI 211

Generative AI Artificial Inteligence Survey Artificial Intelligence 211

CIO

DECEMBER 18, 2024

Always on the cusp of technology innovation, the financial services industry (FSI) is once again poised for wholesale transformation, this time with Generative AI. Yet the complexity of whats required highlights the need for partnerships and platforms calibrated to fast-track solutions at scale to capitalize on AI-era change.

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Innovation Azure Banking Analytics 158

CIO

APRIL 18, 2024

AI tools can help coders clean up logic and coding errors and find security problems, and they may also help to accelerate programmers’ skills, cutting the sunk cost of internal training, he suggests. Gunkel is leaning toward offering a couple of AI assistant options, including Microsoft Copilot, to employees later this year.

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Generative AI Survey Enterprise Analysis 210