AWS Machine Learning - AI

MARCH 4, 2024

Amazon Bedrock is the best place to build and scale generative AI applications with large language models (LLM) and other foundation models (FMs). Looking back to 2021, when Anthropic first started building on AWS, no one could have envisioned how transformative the Claude family of models would be.

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CIO

FEBRUARY 23, 2024

Generative AI takes a front seat As for that AI strategy, American Honda’s deep experience with machine learning positions it well to capitalize on the next wave: generative AI. The ascendent rise of generative AI last year has applied pressure on CIOs across all industries to tap its potential.

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AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. It sends it back to the WebSocket via the Lambda function.

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TechCrunch

APRIL 4, 2023

Now, seven years later, Amazon has another AI accelerator – this time led by Amazon Web Services with a focus on the newest zeitgeist: generative artificial intelligence. Announced today, AWS has created a 10-week program for generative AI startups around the globe. As for why now, isn’t it obvious?

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CIO

SEPTEMBER 9, 2024

Tencent Cloud’s expansion in Asia Pacific (APAC) reflects its strategic efforts to capitalize on the growing demand for Artificial Intelligence (AI) and cloud computing services. Nevertheless, Tencent Cloud faces stiff competition from more established cloud providers like AWS, Google Cloud, and Microsoft Azure in the region.

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AWS Machine Learning - AI

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. We then discuss how building on a secure foundation is essential for generative AI.

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AWS Machine Learning - AI

JUNE 18, 2024

This represents a major opportunity for businesses to optimize this workflow, save time and money, and improve accuracy by modernizing antiquated manual document handling with intelligent document processing (IDP) on AWS. Data summarization using large language models (LLMs).

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CIO

AUGUST 23, 2024

Bayer Crop Science sees generative AI as a key catalyst for enabling thousands of its data scientists and engineers to innovate agricultural solutions for farmers across the globe. Making that available across the division will spur more robust experimentation and innovation, he notes.

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AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. Therefore, eSentire decided to build their own LLM using Llama 1 and Llama 2 foundational models.

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CIO

FEBRUARY 2, 2024

Amazon Web Services (AWS), the cloud computing arm of Amazon, posted a 13% growth in revenue in the fourth quarter of 2023 buoyed by demand for generative AI -related services, despite continued cost optimization activity by enterprises. “Similar to what we shared last quarter, we continue to see the diminishing impact of cost optimizations.

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AWS Machine Learning - AI

JULY 24, 2024

Large language models (LLMs) have achieved remarkable success in various natural language processing (NLP) tasks, but they may not always generalize well to specific domains or tasks. You can customize the model using prompt engineering, Retrieval Augmented Generation (RAG), or fine-tuning.

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CIO

JULY 18, 2024

The early bills for generative AI experimentation are coming in, and many CIOs are finding them more hefty than they’d like — some with only themselves to blame. CIOs are also turning to OEMs such as Dell Project Helix or HPE GreenLake for AI, IDC points out.

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CIO

DECEMBER 18, 2023

Over the summer, I wrote a column about how CIOs are worried about the informal rise of generative AI in the enterprise. Since then, many CIOs I’ve spoken with have grappled with enterprise data security and privacy issues around AI usage in their companies. So, simply blocking LLM access is not the right answer.

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AWS Machine Learning - AI

FEBRUARY 6, 2024

Bringing innovative new pharmaceuticals drugs to market is a long and stringent process. Accenture built a regulatory document authoring solution using automated generative AI that enables researchers and testers to produce CTDs efficiently. AI delivers a major leap forward.

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AWS Machine Learning - AI

JULY 15, 2024

Years ago, Mixbook undertook a strategic initiative to transition their operational workloads to Amazon Web Services (AWS) , a move that has continually yielded significant advantages. The data intake process involves three macro components: Amazon Aurora MySQL-Compatible Edition , Amazon S3, and AWS Fargate for Amazon ECS.

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AWS Machine Learning - AI

SEPTEMBER 12, 2024

Organizations generate vast amounts of data that is proprietary to them, and it’s critical to get insights out of the data for better business outcomes. Generative AI and foundation models (FMs) play an important role in creating applications using an organization’s data that improve customer experiences and employee productivity.

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CIO

JUNE 10, 2024

As head of transformation, artificial intelligence, and delivery at Guardian Life, John Napoli is ramping up his company’s AI initiatives. And a big part of that is scaling up AI talent. The survey also found that 73% of employers have made hiring talent with AI skills and experience a priority.

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AWS Machine Learning - AI

JULY 10, 2024

These features are designed to accelerate the development, testing, and deployment of generative artificial intelligence (AI) applications, enabling developers and business users to create more efficient and effective solutions that are easier to maintain. The following diagram illustrates this workflow.

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AWS Machine Learning - AI

SEPTEMBER 20, 2024

In today’s fast-paced business environment, organizations are constantly seeking innovative ways to enhance employee experience and productivity. Additionally, with the rise of remote and hybrid work models, traditional support systems such as IT Helpdesks and HR might struggle to keep up with the increased demand for assistance.

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AWS Machine Learning - AI

NOVEMBER 26, 2023

Today, we are excited to announce three launches that will help you enhance personalized customer experiences using Amazon Personalize and generative AI. Amazon Personalize is a fully managed machine learning (ML) service that makes it easy for developers to deliver personalized experiences to their users.

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AWS Machine Learning - AI

AUGUST 5, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation , enabling organizations to quickly and effortlessly set up a powerful RAG system. On the AWS CloudFormation console, create a new stack. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

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CIO

JULY 23, 2024

One question CIOs need to consider today is whether code-generating AIs in software development are contributing to code-level technical debt. Alternatively, there’s the opportunity to use code copilots or gen AI low-code capabilities to simplify and reduce code.

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CIO

AUGUST 14, 2024

While enterprise IT budgets have grown, a significant portion of spending is now going to investments related to artificial intelligence (AI). To that end, all three hyperscalers reported significant increases in the number of customers using AI. AWS, through its cloud platform Bedrock, also offers Claude 3.5

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AWS Machine Learning - AI

JULY 1, 2024

Generative artificial intelligence (AI)-powered chatbots play a crucial role in delivering human-like interactions by providing responses from a knowledge base without the involvement of live agents. The generative AI capability of QnAIntent in Amazon Lex lets you securely connect FMs to company data for RAG.

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AWS Machine Learning - AI

SEPTEMBER 13, 2024

Amazon SageMaker is a fully managed machine learning (ML) service. With SageMaker, data scientists and developers can quickly and confidently build, train, and deploy ML models into a production-ready hosted environment. This feature is available in all AWS Regions where SageMaker is available. gpu-py311-cu121-ubuntu20.04-sagemaker.

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CIO

APRIL 11, 2024

Sean Spittle, lead software developer and managing partner at InspectNTrack, a provider of scanning devices, says Oracle deserves to be considered alongside AWS, Microsoft Azure, and Google Cloud as a major enterprise cloud platform, “especially for companies already invested in Oracle technology.” These days that includes generative AI.

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AWS Machine Learning - AI

MAY 30, 2024

Hosting large language models Vitech explored the option of hosting Large Language Models (LLMs) models using Amazon Sagemaker. Vitech needed a fully managed and secure experience to host LLMs and eliminate the undifferentiated heavy lifting associated with hosting 3P models.

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AWS Machine Learning - AI

JUNE 25, 2024

We are excited to announce the availability of the Jamba-Instruct large language model (LLM) in Amazon Bedrock. Given an original query, you would like to generate up to 10 related queries. Prompt guidance for Jamba-Instruct can be found in the AI21 model documentation.

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AWS Machine Learning - AI

FEBRUARY 1, 2024

Data is the foundation to capturing the maximum value from AI technology and solving business problems quickly. To unlock the potential of generative AI technologies, however, there’s a key prerequisite: your data needs to be appropriately prepared. Prerequisites Before starting, you need an AWS account.

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CIO

OCTOBER 18, 2023

OpenAI’s November 2022 announcement of ChatGPT and its subsequent $10 billion in funding from Microsoft were the “shots heard ’round the world” when it comes to the promise of generative AI. in concert with Microsoft’s AI-optimized Azure platform. John Spottiswood, COO of Jerry, a Palo Alto, Calif.-based

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CIO

SEPTEMBER 26, 2023

Critical to getting this right is understanding and linking gen AI and innovation to enterprise success. Integrating AI effectively into a business begins with setting clear objectives that define the business value and aligning the AI strategy with these overarching business goals.

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CIO

FEBRUARY 16, 2024

For most organizations, a shift to the cloud brings scalability, access to innovative tools, and the possibility of cost savings. While AWS remains a primary partner, Nagrath emphasizes ADP’s use of a range of vendors’ tools to achieve best outcomes. An early partner of Amazon, the Roseburg, N.J.-based

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AWS Machine Learning - AI

AUGUST 28, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS Cloud Development Kit (AWS CDK), enabling organizations to quickly set up a powerful question answering system. The AWS CDK already set up. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

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AWS Machine Learning - AI

MARCH 28, 2024

Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. These datasets encompass a broad range of topics and domains.

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CIO

AUGUST 15, 2024

SAP embeds Joule in entire enterprise portfolio, plans integration to other AIs June 4, 2024: Joule could communicate with other AIs to complete more complex tasks spanning multiple applications, SAP suggests. SAP announces $2.2B of SAP’s total workforce. The company is alleged to have bribed officials.

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CIO

AUGUST 19, 2024

AWS, Microsoft, and Google are going nuclear to build and operate mega data centers better equipped to meet the increasingly hefty demands of generative AI. Earlier this year, AWS paid $650 million to purchase Talen Energy’s Cumulus Data Assets, a 960-megawatt nuclear-powered data center on site at Talen’s Susquehanna, Penn.,

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Perficient

AUGUST 20, 2024

The rapid advancement of artificial intelligence (AI) has led to the development of foundational models that form the bedrock of numerous AI applications. AWS Bedrock is Amazon Web Services’ comprehensive solution that leverages these models to provide robust AI and machine learning (ML) capabilities.

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