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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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 101

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. Strive for a balanced outcome.

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Generative AI Artificial Inteligence How To Systems Review 346

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). Make ‘soft metrics’ matter Imagine an experienced manager with an “open door policy.”

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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. What ROI will AI deliver? She advises others to take a similar approach.

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CIO

NOVEMBER 13, 2024

The company has already rolled out a gen AI assistant and is also looking to use AI and LLMs to optimize every process. 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. We’re doing two things,” he says.

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Weak Development Team Artificial Inteligence Technical Review Generative AI 212

CIO

SEPTEMBER 13, 2023

Generative AI will soon be everywhere — including in Salesforce’s Net Zero Cloud environmental, social, and governance (ESG) reporting tool. Net Zero Cloud uses data held within the Salesforce platform to help enterprises report on their carbon footprint and manage other social and governance metrics.

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Generative AI .Net Report Artificial Inteligence 192

CIO

OCTOBER 12, 2023

You’re an IT leader at an organization whose employees are rampantly adopting generative AI. Can it be solved with existing AI or even other tools? What are your metrics for success? Successful startups don’t get caught chasing butterflies; they identify opportunities that will generate the best return.

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Generative AI Strategy Off-The-Shelf Survey 191

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? Is gen AI failing? Now nearly half of code suggestions are accepted.

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Generative AI Artificial Inteligence Metrics Training 215

CIO

DECEMBER 2, 2024

When you reframe the conversation this way, technical debt becomes a strategic business issue that directly impacts the value metrics the board cares about most. In our recent report examining technical debt in the age of generative AI , we explored how companies need to break their technical debt down into four categories.

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CIO

JULY 9, 2024

The key is to take stock of the skills your organization needs to succeed and to identify how those skills might be impacted by gen AI in order to create a reskilling plan for the future. There’ll be a shift in measuring performance metrics, and traditional metrics, such as hours worked or revenue per employee, will no longer be relevant.

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AWS Machine Learning - AI

APRIL 10, 2025

Under Input data , enter the location of the source S3 bucket (training data) and target S3 bucket (model outputs and training metrics), and optionally the location of your validation dataset. Check out the Generative AI Innovation Center for our latest work and customer success stories. To do so, we create a knowledge base.

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Case Study Artificial Inteligence Study Generative AI 123

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. The future of software development is here, and generative AI powers it. Result: 70% more efficient.

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AWS Machine Learning - AI

MARCH 14, 2025

Although automated metrics are fast and cost-effective, they can only evaluate the correctness of an AI response, without capturing other evaluation dimensions or providing explanations of why an answer is problematic. Human evaluation, although thorough, is time-consuming and expensive at scale.

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Knowledge Base Applications Artificial Inteligence Generative AI 103

AWS Machine Learning - AI

OCTOBER 2, 2024

Large enterprises are building strategies to harness the power of generative AI across their organizations. Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale.

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Generative AI Artificial Inteligence AWS Government 129

AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. Review the model response and metrics provided. Consider implementing monitoring and observability.

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Generative AI Artificial Inteligence AWS Technical Review 132

CIO

JUNE 21, 2023

Generative AI is changing the world of work, with AI-powered workflows now slated to streamline customer service, employee experience, IT, and other fields. Integrating artificial intelligence into business has spawned enterprise-wide automation. Her point is that AI or generative AI isn’t a silver bullet.

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Generative AI Innovation Artificial Inteligence Technical Advisors 158

CIO

NOVEMBER 19, 2024

But with the advent of GPT-3 in 2020, LLMs exploded onto the scene, captivating the world’s attention and forever altering the landscape of artificial intelligence (AI), and in the process, becoming an essential part of our everyday computing lives. Don’t let that scare you off.

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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.

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Applications Generative AI AWS Artificial Inteligence 111

AWS Machine Learning - AI

APRIL 22, 2024

This post serves as a starting point for any executive seeking to navigate the intersection of generative artificial intelligence (generative AI) and sustainability. Figure 1 illustrates selected examples of use cases of generative AI for sustainability across the value chain.

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Generative AI Sustainability Artificial Inteligence AWS 139

CIO

APRIL 29, 2025

Just as generative AI tools are fundamentally changing the ways developers write code, theyre being used to refactor code as well. That means production code will need to have tests written later as part of a cleanup operation a daunting task that generative AI tools can speed up.

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CIO

MARCH 11, 2025

There are two main approaches: Reference-based metrics: These metrics compare the generated response of a model with an ideal reference text. A classic example is BLEU, which measures how closely the word sequences in the generated response match those of the reference text. with Climate change is caused by CO emissions.

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Artificial Inteligence How To Metrics Software Review 187

Perficient

JANUARY 19, 2024

In the world of Generative Artificial Intelligence (AI), a new era of large language models has emerged with the remarkable capabilities. And you’re up and running with Generative AI in your Android app! It’s essential to recognize the remarkable capabilities of Generative AI tools on the market.

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Generative AI Analysis Artificial Inteligence ChatGPT 115

AWS Machine Learning - AI

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. Does it have the ability to replicate data to another Region for disaster recovery purposes?

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Generative AI Disaster Recovery Artificial Inteligence AWS 137

AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface.

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Artificial Inteligence Generative AI Travel AWS 111

AWS Machine Learning - AI

APRIL 9, 2025

Amazon Q Business offers a unique opportunity to enhance workforce efficiency by providing AI-powered assistance that can significantly reduce the time spent searching for information, generating content, and completing routine tasks. In this post, we explore Amazon Q Business Insights capabilities and its importance for organizations.

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Weak Development Team Metrics AWS Systems Review 89

CIO

MAY 21, 2024

ERP vendor Epicor is introducing integrated artificial intelligence (AI) and business intelligence (BI) capabilities it calls the Grow portfolio. Epicor Grow BI provides no-code technology to create visuals, metrics, and dashboards, and to pair data blueprints with other BI tools for maximum flexibility.

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Artificial Inteligence Generative AI Artificial Intelligence Machine Learning 190

CIO

SEPTEMBER 9, 2024

When it comes to the different types of artificial intelligence (AI), 1+1+1 can equal more than three. Composite AI combines causal, predictive, and generative AI to supercharge AIOps, reducing mean time to resolution (MTTR) from hours or days to minutes. GenAI can even create working code.

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AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness.

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Generative AI AWS Artificial Inteligence Technical Review 128

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.

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AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. We also provide insights on how to achieve optimal results for different dataset sizes and use cases, backed by experimental data and performance metrics.

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Artificial Inteligence Generative AI Training Metrics 97

CIO

JUNE 7, 2023

At the company’s Cisco Live customer and partner conference in June, Cisco boldly connected the dots of a network- and cloud-based ecosystem that ties together innovative technologies to drive productivity, resiliency, and growths, while also showcasing its artificial intelligence (AI) capabilities. of the total market.

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AWS Machine Learning - AI

AUGUST 8, 2024

Webex’s focus on delivering inclusive collaboration experiences fuels their innovation, which uses artificial intelligence (AI) and machine learning (ML), to remove the barriers of geography, language, personality, and familiarity with technology. Its solutions are underpinned with security and privacy by design.

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Generative AI Artificial Inteligence AWS Machine Learning 125

AWS Machine Learning - AI

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. Use the “Generative AI” tag as you are browsing the session catalog to find them.

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AWS Machine Learning - AI

SEPTEMBER 6, 2024

Generative artificial intelligence (AI) applications powered by large language models (LLMs) are rapidly gaining traction for question answering use cases. This post focuses on evaluating and interpreting metrics using FMEval for question answering in a generative AI application.

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Generative AI Metrics Artificial Inteligence Systems Review 92

AWS Machine Learning - AI

MAY 13, 2024

This is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API. It’s serverless, so you don’t have to manage any infrastructure.

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Generative AI Artificial Inteligence Report Healthcare 136

AWS Machine Learning - AI

AUGUST 26, 2024

GenASL is a generative artificial intelligence (AI) -powered solution that translates speech or text into expressive ASL avatar animations, bridging the gap between spoken and written language and sign language. That’s where GenASL comes in.

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Generative AI AWS 3D Video 121