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 76

AWS Machine Learning - AI

OCTOBER 29, 2024

This post presents a solution where you can upload a recording of your meeting (a feature available in most modern digital communication services such as Amazon Chime ) to a centralized video insights and summarization engine. Many commercial generative AI solutions available are expensive and require user-based licenses.

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Generative AI Video Engineering Artificial Inteligence 111

CIO

JANUARY 9, 2025

Generative artificial intelligence ( genAI ) and in particular large language models ( LLMs ) are changing the way companies develop and deliver software. These AI-based tools are particularly useful in two areas: making internal knowledge accessible and automating customer service. An overview. Lets look at some specific examples.

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Artificial Inteligence Software Review Software Enterprise 192

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

DECEMBER 14, 2023

Now, manufacturing is facing one of the most exciting, unmatched, and daunting transformations in its history due to artificial intelligence (AI) and generative AI (GenAI). Manufacturers are attaining significant advancements in productivity, quality, and effectiveness with early use cases of AI and GenAI.

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Generative AI Artificial Inteligence Artificial Intelligence Technical Review 215

AWS Machine Learning - AI

JANUARY 22, 2025

Security teams in highly regulated industries like financial services often employ Privileged Access Management (PAM) systems to secure, manage, and monitor the use of privileged access across their critical IT infrastructure. However, the capturing of keystrokes into a log is not always an option.

Generative AI 111

Generative AI Video Analysis Technical Review 111

CIO

JANUARY 7, 2025

Out: Sponsoring moonshot AI innovations lacking business drivers How much patience will boards and executives have with ongoing AI experimentation and long-term investments? 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

Xebia

OCTOBER 15, 2024

I got to deliver a session on a topic I’m very passionate about: using different forms of generative AI to generate self-guided meditation sessions. I was happy enough with the result that I immediately submitted the abstract instead of reviewing it closely. This year, I had the pleasure of speaking at NDC Oslo.

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ChatGPT Artificial Inteligence Software Review Systems Review 130

AWS Machine Learning - AI

APRIL 10, 2025

Approach and base model overview In this section, we discuss the differences between a fine-tuning and RAG approach, present common use cases for each approach, and provide an overview of the base model used for experiments. On the Review and create page, review the settings and choose Create Knowledge Base. Choose Next.

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Case Study Artificial Inteligence Study Generative AI 122

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. Such systems are already highly automated.

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Generative AI Artificial Inteligence Organization Technical Review 215

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

CIO

NOVEMBER 6, 2024

Shaping the strategy for innovation Unfortunately, establishing a strategy for democratizing innovation through gen AI is far from straightforward. The truth of generative AI is that you do your best because it’s a relatively unknown technology,” says Ollie Wildeman, VP, customer, at travel specialist Big Bus Tours.

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Artificial Inteligence Technical Review Innovation Weak Development Team 200

Capgemini

MARCH 19, 2025

The Grade-AI Generation: Revolutionizing education with generative AI Dr. Daniel Khlwein March 19, 2025 Facebook Linkedin Our Global Data Science Challenge is shaping the future of learning. In an era when AI is reshaping industries, Capgemini’s 7 th Global Data Science Challenge (GDSC) tackled education.

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Generative AI Education Artificial Inteligence Policies 72

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. In 2024, a new trend called agentic AI emerged. LLMs by themselves are not agents.

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Case Study Artificial Inteligence Study Architecture 203

AWS Machine Learning - AI

APRIL 30, 2025

With the advent of generative AI solutions, a paradigm shift is underway across industries, driven by organizations embracing foundation models (FMs) to unlock unprecedented opportunities. From processing payroll to generating financial statements, accounting is a ubiquitous force that touches every facet of business operations.

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Artificial Inteligence Technical Review Software Review Generative AI 95

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 110

AWS Machine Learning - AI

OCTOBER 17, 2024

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. AWS HealthScribe combines speech recognition and generative AI trained specifically for healthcare documentation to accelerate clinical documentation and enhance the consultation experience.

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AWS Artificial Inteligence Generative AI Machine Learning 112

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. As cluster sizes grow, the likelihood of failure increases due to the number of hardware components involved. million H100 GPU hours.

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Training Artificial Inteligence Hardware Systems Review 112

AWS Machine Learning - AI

OCTOBER 29, 2024

This post guides you through implementing a queue management system that automatically monitors available job slots and submits new jobs as slots become available. Solution overview The solution presented in this post uses batch inference in Amazon Bedrock to process many requests efficiently using the following solution architecture.

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AWS Machine Learning - AI

AUGUST 22, 2024

At the forefront of harnessing cutting-edge technologies in the insurance sector such as generative artificial intelligence (AI), Verisk is committed to enhancing its clients’ operational efficiencies, productivity, and profitability. Discovery Navigator recently released automated generative AI record summarization capabilities.

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Generative AI Technical Review Software Review Systems Review 116

CIO

APRIL 5, 2023

Midjourney, ChatGPT, Bing AI Chat, and other AI tools that make generative AI accessible have unleashed a flood of ideas, experimentation and creativity. Here are five key areas where it’s worth considering generative AI, plus guidance on finding other appropriate scenarios.

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Generative AI Software Review ChatGPT Systems Review 166

CIO

MAY 2, 2023

Generative AI chatbots can provide faster, more relevant customer assistance leading to increased customer satisfaction and in some cases, reduced costs and customer churn. James and Girish discussed three ways Generative AI is transforming retail: speeding innovation, creating a better customer experience, and driving growth.

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Generative AI Retail Artificial Inteligence Industry 148

TechCrunch

MAY 9, 2023

After giving a presentation he’d previously shared at Harvard Business School, Stanford and MIT, Currier outlined the mental models unicorn founders adopt and offered candid advice for early-stage entrepreneurs, including his thoughts on building a founding team: “You have to figure out what you and your team are capable of doing.

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Generative AI Meeting Technical Review Windows 178

CIO

OCTOBER 22, 2024

Enterprises’ interest in AI agents is growing, but as a new level of intelligence is added, new GenAI agents are poised to expand rapidly in strategic planning for product leaders. In the near-term, security-related attacks of AI agents will be a new threat surface,” Plummer said.

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Artificial Inteligence Energy Healthcare Technical Review 203

AWS Machine Learning - AI

APRIL 29, 2025

In the era of generative AI , new large language models (LLMs) are continually emerging, each with unique capabilities, architectures, and optimizations. Since its launch in 2024, generative AI practitioners, including the teams in Amazon, have started transitioning their workloads from existing FMs and adopting Amazon Nova models.

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CIO

DECEMBER 13, 2023

Advances in AI, particularly generative AI, have made deriving value from unstructured data easier. Yet IDC says that “master data and transactional data remain the highest percentages of data types processed for AI/ML solutions across geographies.” What’s different now?

Generative AI 148

Generative AI Data Artificial Inteligence Video 148

AWS Machine Learning - AI

AUGUST 26, 2024

Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness. In this first post, we explore Account Summaries, one of our initial production use cases built on Amazon Bedrock.

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Generative AI AWS Artificial Inteligence Technical Review 127

AWS Machine Learning - AI

NOVEMBER 7, 2024

Generative AI has transformed customer support, offering businesses the ability to respond faster, more accurately, and with greater personalization. AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses.

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Lambda Enterprise Automotive Knowledge Base 129

AWS Machine Learning - AI

JUNE 18, 2024

To extract key information from high volumes of documents from emails and various sources, companies need comprehensive automation capable of ingesting emails, file uploads, and system integrations for seamless processing and analysis. These procedures cost money, take a long time, and are prone to mistakes.

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Generative AI Artificial Inteligence AWS Technical Review 121

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

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Technical Review Software Review Systems Review Lambda 126

AWS Machine Learning - AI

MAY 15, 2024

To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life. If you plan to build your generative AI application on Amazon SageMaker, the fastest way is with SageMaker JumpStart.

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Generative AI Artificial Inteligence Advertising Technical Review 131

CIO

FEBRUARY 6, 2024

It’s something completely different, and potentially interesting, except for a few fatal flaws that shed light on the hard road CIOs are in for as we enter the era of enterprise software enhanced everywhere by generative AI. The remaining 80% is unstructured: emails, documents, presentations, spreadsheets, voicemails, and so on.

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Generative AI Software Review Artificial Intelligence Artificial Inteligence 148

AWS Machine Learning - AI

JUNE 18, 2024

As of this writing, Ghana ranks as the 27th most polluted country in the world , facing significant challenges due to air pollution. Automated data ingestion – An automated system is essential for recognizing and synchronizing new (unseen), diverse data formats with minimal human intervention.

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Generative AI Artificial Inteligence Technical Review AWS 130

TechCrunch

DECEMBER 30, 2022

Generative AI is coming for videos. A new website, QuickVid , combines several generative AI systems into a single tool for automatically creating short-form YouTube, Instagram, TikTok and Snapchat videos. QuickVid certainly isn’t pushing the boundaries of what’s possible with generative AI.

Video 248

Video Generative AI Systems Review Software Review 248

AWS Machine Learning - AI

MAY 13, 2024

Amazon Bedrock also comes with a broad set of capabilities required to build generative AI applications with security, privacy, and responsible AI. You can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. 387 and dev2=.43).

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Generative AI Artificial Inteligence Report Healthcare 135

Xebia

AUGUST 17, 2023

TLDR Browser extensions offer a valuable tool to integrate Generative AI into existing processes since they enable rapid prototyping without modifying existing backends. We demonstrate such a soft integration by presenting a Chrome extension that creates multiple-choice questions based on the content of the current webpage.

Generative AI 130

Generative AI Artificial Inteligence ChatGPT Software Review 130

AWS Machine Learning - AI

APRIL 16, 2025

The increased usage of generative AI models has offered tailored experiences with minimal technical expertise, and organizations are increasingly using these powerful models to drive innovation and enhance their services across various domains, from natural language processing (NLP) to content generation.

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Artificial Inteligence Generative AI AWS Storage 97