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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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.

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Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

APRIL 30, 2025

As generative AI revolutionizes industries, organizations are eager to harness its potential. This post explores key insights and lessons learned from AWS customers in Europe, Middle East, and Africa (EMEA) who have successfully navigated this transition, providing a roadmap for others looking to follow suit.

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CIO

NOVEMBER 27, 2024

Today, enterprises are leveraging various types of AI to achieve their goals. Just as DevOps has become an effective model for organizing application teams, a similar approach can be applied here through machine learning operations, or “MLOps,” which automates machine learning workflows and deployments.

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Architecture Artificial Inteligence Data Development Team Review 193

CIO

JANUARY 6, 2025

I am excited about the potential of generative AI, particularly in the security space, she says. Wetmur says Morgan Stanley has been using modern data science, AI, and machine learning for years to analyze data and activity, pinpoint risks, and initiate mitigation, noting that teams at the firm have earned patents in this space.

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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

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.

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TechCrunch

NOVEMBER 1, 2021

OctoML , a Seattle-based startup that helps enterprises optimize and deploy their machine learning models, today announced that it has raised an $85 million Series C round led by Tiger Global Management. ” OctoML raises $28M Series B for its machine learning acceleration platform.

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CIO

NOVEMBER 1, 2024

First, the misalignment of technical strategies of the central infrastructure organization and the individual business units was not only inefficient but created internal friction and unhealthy behaviors, the CIO says. With Databricks, the firm has also begun its journey into generative AI.

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Generative AI Technical Advisors Insurance Weak Development Team 183

CIO

OCTOBER 24, 2024

IT leaders are placing faith in AI. Consider 76 percent of IT leaders believe that generative AI (GenAI) will significantly impact their organizations, with 76 percent increasing their budgets to pursue AI. But when it comes to cybersecurity, AI has become a double-edged sword.

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Artificial Inteligence Artificial Intelligence Generative AI Training 192

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 99

AWS Machine Learning - AI

NOVEMBER 6, 2024

In this post, we share how Hearst , one of the nation’s largest global, diversified information, services, and media companies, overcame these challenges by creating a self-service generative AI conversational assistant for business units seeking guidance from their CCoE.

Generative AI 114

Generative AI Government Technical Review Innovation 114

CIO

JANUARY 9, 2025

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. Companies can enrich these versatile tools with their own data using the RAG (retrieval-augmented generation) architecture.

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Artificial Inteligence Software Review Software Enterprise 192

CIO

DECEMBER 30, 2024

AI and machine learning are poised to drive innovation across multiple sectors, particularly government, healthcare, and finance. Generative AI, in particular, will have a profound impact, with ethical considerations and regulation playing a central role in shaping its deployment.

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Trends Innovation IoT Disaster Recovery 158

CIO

OCTOBER 24, 2024

growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs. By 2026, hyperscalers will have spent more on AI-optimized servers than they will have spent on any other server until then, Lovelock predicts. trillion, builds on its prediction of an 8.2%

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Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

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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CIO

NOVEMBER 1, 2024

First, the misalignment of technical strategies of the central infrastructure organization and the individual business units was not only inefficient but created internal friction and unhealthy behaviors, the CIO says. With Databricks, the firm has also begun its journey into generative AI.

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Generative AI Technical Advisors Insurance Weak Development Team 158

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts. Yasmine Rodriguez, CTO of Asure.

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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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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. 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 111

AWS Machine Learning - AI

NOVEMBER 22, 2024

Today, we are excited to announce the general availability of Amazon Bedrock Flows (previously known as Prompt Flows). With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code. Key benefits include: Simplified generative AI workflow development with an intuitive visual interface.

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Generative AI Artificial Inteligence Knowledge Base AWS 122

AWS Machine Learning - AI

DECEMBER 4, 2024

Scalable infrastructure – Bedrock Marketplace offers configurable scalability through managed endpoints, allowing organizations to select their desired number of instances, choose appropriate instance types, define custom auto scaling policies that dynamically adjust to workload demands, and optimize costs while maintaining performance.

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Artificial Inteligence Microservices Generative AI AWS 106

Palo Alto Networks

OCTOBER 30, 2024

Indeed, many of the same governments that are actively developing broad, risk-based, AI regulatory frameworks have concurrently established AI safety institutes to conduct research and facilitate a technical approach to increasing AI system resilience. That series is available on Palo Alto Networks LIVEcommunity blog page.

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Security Artificial Inteligence Infrastructure Government 105

CIO

NOVEMBER 27, 2024

The transformative power of AI is already evident in the way it drives significant operational efficiencies, particularly when combined with technologies like robotic process automation (RPA). Ensuring these elements are at the forefront of your data strategy is essential to harnessing AI’s power responsibly and sustainably.

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CIO

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. But the foray isn’t entirely new. We will pick the optimal LLM. We use AWS and Azure.

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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. Here’s how.

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Generative AI Artificial Inteligence Artificial Intelligence Technical Review 215

Cloudera

DECEMBER 9, 2024

Were thrilled to announce the release of a new Cloudera Accelerator for Machine Learning (ML) Projects (AMP): Summarization with Gemini from Vertex AI . An AMP is a pre-built, high-quality minimal viable product (MVP) for Artificial Intelligence (AI) use cases that can be deployed in a single-click from Cloudera AI (CAI).

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TechCrunch

MAY 15, 2023

Generative AI — AI that can write essays, create artwork and music, and more — continues to attract outsize investor attention. According to one source, generative AI startups raised $1.7 billion in Q1 2023, with an additional $10.68 billion worth of deals announced in the quarter but not yet completed.

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CIO

FEBRUARY 20, 2024

Governments and public services agencies are keen to push forwards with generative AI. Yet making this shift isn’t simply a matter of adopting generative AI tools and hoping this alone will drive success. Data also needs to be sorted, annotated and labelled in order to meet the requirements of generative AI.

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CIO

SEPTEMBER 19, 2023

Just months after partnering with large language model-provider Cohere and unveiling its strategic plan for infusing generative AI features into its products, Oracle is making good on its promise at its annual CloudWorld conference this week in Las Vegas.

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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.

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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 provides a suite of AI-powered features to streamline clinical documentation while maintaining security and privacy.

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AWS Artificial Inteligence Generative AI Machine Learning 113

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. You can access your imported custom models on-demand and without the need to manage underlying infrastructure.

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Generative AI Artificial Inteligence AWS Technical Review 132

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

CIO

APRIL 25, 2025

As one of the most sought-after skills on the market right now, organizations everywhere are eager to embrace AI as a business tool. AI skills broadly include programming languages, database modeling, data analysis and visualization, machine learning (ML), statistics, natural language processing (NLP), generative AI, and AI ethics.

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AWS Machine Learning - AI

APRIL 10, 2025

Amazon SageMaker HyperPod resilient training infrastructure SageMaker HyperPod is a compute environment optimized for large-scale frontier model training. The following figure compares the downtime of an infrastructure system using SageMaker HyperPod versus one without SageMaker HyperPod. million in total training costs.

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Training Artificial Inteligence Hardware Systems Review 113

CIO

SEPTEMBER 26, 2024

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 infrastructure do you run it on and where? What model(s) do you choose?

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