AWS Machine Learning - AI

DECEMBER 4, 2024

Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. Building a generative AI application SageMaker Unified Studio offers tools to discover and build with generative AI.

Generative AI 101

Generative AI Applications Technical Review Software Review 101

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.

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Generative AI AWS Enterprise Artificial Inteligence 106

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. An example is a virtual assistant for enterprise business operations.

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Artificial Inteligence Generative AI AWS Applications 117

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. Generative AI models (for example, Amazon Titan) hosted on Amazon Bedrock were used for query disambiguation and semantic matching for answer lookups and responses.

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Generative AI AWS Groups Artificial Inteligence 113

CIO

DECEMBER 20, 2024

CIO Jason Birnbaum has ambitious plans for generative AI at United Airlines. With the core architectural backbone of the airlines gen AI roadmap in place, including United Data Hub and an AI and ML platform dubbed Mars, Birnbaum has released a handful of models into production use for employees and customers alike.

Airlines 197

Airlines Generative AI Artificial Inteligence Weak Development Team 197

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 105

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. For Avatar URL , enter the URL for your app’s avatar image.

Generative AI 118

Generative AI Lambda Applications AWS 118

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. Heres an example of using Python Tutor to step through a recursive function that builds up a linked list of Python tuples.

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Generative AI Artificial Inteligence ChatGPT UI/UX 84

TechEmpower CTO

OCTOBER 9, 2023

With Generative AI and LLMs, new avenues for improving operational efficiency and user satisfaction are emerging every day. An example of this would be: “carrots, chicken, and bok-choy.” As with everything involving LLMs and Generative AI, this is an area that is advancing rapidly.

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Generative AI Artificial Inteligence How To Systems Review 346

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

Generative AI 103

Generative AI Games Development AWS 103

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. I cannot say I have abundant examples like this.”

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Airlines LAN Generative AI Travel 204

CIO

NOVEMBER 18, 2024

The Global Banking Benchmark Study 2024 , which surveyed more than 1,000 executives from the banking sector worldwide, found that almost a third (32%) of banks’ budgets for customer experience transformation is now spent on AI, machine learning, and generative AI.

Banking 212

Banking Off-The-Shelf Generative AI Budget 212

CIO

DECEMBER 9, 2024

The transformative impact of artificial intelligence (AI)and, in particular, generative AI (GenAI)emerged as a defining theme at the CSO Conference & Awards 2024: Cyber Risk Management. The technological dimensions of AI adoption added another layer of complexity to the conversations.

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Generative AI Conference Artificial Inteligence Artificial Intelligence 97

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

CIO

JULY 30, 2024

The launch of ChatGPT in November 2022 set off a generative AI gold rush, with companies scrambling to adopt the technology and demonstrate innovation. They have a couple of use cases that they’re pushing heavily on, but they are building up this portfolio of traditional machine learning and ‘predictive’ AI use cases as well.”

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Generative AI Artificial Inteligence Software Review Fractional CTO 216

CIO

JANUARY 5, 2025

Despite the huge promise surrounding AI, many organizations are finding their implementations are not delivering as hoped. 1] The limits of siloed AI implementations According to SS&C Blue Prism , an expert on AI and automation, the chief issue is that enterprises often implement AI in siloes.

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Enterprise Generative AI Weak Development Team Technical Review 187

CIO

NOVEMBER 12, 2024

By Bryan Kirschner, Vice President, Strategy at DataStax From the Wall Street Journal to the World Economic Forum , it seems like everyone is talking about the urgency of demonstrating ROI from generative AI (genAI). On the one hand, enthusiasm for getting out of “ pilot purgatory ” is a good sign.

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Generative AI ChatGPT Meeting Metrics 109

AWS Machine Learning - AI

DECEMBER 11, 2024

In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the power of generative AI in revolutionizing their learning assessment process. Michael Laddin, Senior Vice President & General Manager, EBSCOlearning. Here are two examples of generated QA.

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Generative AI Artificial Inteligence Guidelines Education 78

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 93

TechEmpower CTO

NOVEMBER 13, 2023

For example, let’s consider Mark. That blurb, and the following examples, were all generated from GPT in only a few seconds, at a cost of less than one penny. TechEmpower can help In the era of LLMs and Generative AI, empty textboxes are a product mistake. Get it wrong, and you’re just wasting fifty bucks a month.

Generative AI 295

Generative AI Artificial Inteligence Real Estate Education 295

CIO

MARCH 13, 2025

A great example of this is the semiconductor industry. 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

AWS Machine Learning - AI

NOVEMBER 12, 2024

The following is an example of a financial information dataset for exchange-traded funds (ETFs) from Kaggle in a structured tabular format that we used to test our solution. The question in the preceding example doesn’t require a lot of complex analysis on the data returned from the ETF dataset. Varun Mehta is a Sr.

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Generative AI Artificial Inteligence Industry Analysis 99

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

JANUARY 6, 2025

Double down on harnessing the power of AI Not surprisingly, getting more out of AI is top of mind for many CIOs. I am excited about the potential of generative AI, particularly in the security space, she says. One of them is Katherine Wetmur, CIO for cyber, data, risk, and resilience at Morgan Stanley.

Generative AI 210

Generative AI Artificial Inteligence Innovation Off-The-Shelf 210

AWS Machine Learning - AI

MARCH 20, 2025

Generative AI agents offer a powerful solution by automatically interfacing with company systems, executing tasks, and delivering instant insights, helping organizations scale operations without scaling complexity. The following diagram illustrates the generative AI agent solution workflow.

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Generative AI Systems Review System Lambda 102

AWS Machine Learning - AI

NOVEMBER 22, 2024

Companies across all industries are harnessing the power of generative AI to address various use cases. Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications.

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Generative AI AWS Technical Review Backup 80

CIO

JANUARY 14, 2025

The world plunged headfirst into the AI revolution. The 2024 Board of Directors Survey from Gartner , for example, found that 80% of non-executive directors believe their current board practices and structures are inadequate to effectively oversee AI. What are we trying to accomplish, and is AI truly a fit?

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Strategy Fractional CTO Technical Advisors Generative AI 211

AWS Machine Learning - AI

JANUARY 22, 2025

The following graphic is a simple example of Windows Server Console activity that could be captured in a video recording. AI services have revolutionized the way we process, analyze, and extract insights from video content. These prompts are crucial in determining the quality, relevance, and coherence of the output generated by the AI.

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Generative AI Video Analysis Technical Review 104

CIO

JANUARY 9, 2025

A striking example of this can already be seen in tools such as Adobe Photoshop. The Generative Fill function no longer requires manual adjustment of multiple parameters. Take, for example, an app for recording and managing travel expenses. Lets look at some specific examples.

Artificial Inteligence 193

Artificial Inteligence Software Review Software Enterprise 193

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. Gen AI tools are advancing quickly, he says.

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Software Review Software Engineering Weak Development Team Engineering 212

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. Security and governance Generative AI is very new technology and brings with it new challenges related to security and compliance.

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Generative AI Technical Review Insurance Policies 83

CIO

DECEMBER 10, 2024

times greater productivity improvements than their peers, Accenture notes, which should motivate CIOs to continue investing in AI strategies. Many early gen AI wins have centered around productivity improvements. Below are five examples of where to start. These reinvention-ready organizations have 2.5

Weak Development Team 215

Weak Development Team Metrics Software Review Technical Review 215

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

OCTOBER 10, 2024

Technologies such as artificial intelligence (AI), generative AI (genAI) and blockchain are revolutionizing operations. Training large AI models, for example, can consume vast computing power, leading to significant energy consumption and carbon emissions.

Sustainability 187

Sustainability Innovation Blockchain Energy 187

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

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Generative AI Systems Review Software Review Artificial Inteligence 75

AWS Machine Learning - AI

DECEMBER 19, 2024

Generative AI offers many benefits for both you, as a software provider, and your end-users. AI assistants can help users generate insights, get help, and find information that may be hard to surface using traditional means. You can use natural language to request information or assistance to generate content.

Generative AI 88

Generative AI Applications AWS Examples 88

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 133