AWS Machine Learning - AI

MARCH 1, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG).

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AWS Machine Learning - AI

SEPTEMBER 20, 2024

There are many challenges that can impact employee productivity, such as cumbersome search experiences or finding specific information across an organization’s vast knowledge bases. Employees will have a consistent experience wherever they choose to interact with the generative AI assistant.

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AWS Machine Learning - AI

MAY 30, 2024

Organizations across media and entertainment, advertising, social media, education, and other sectors require efficient solutions to extract information from videos and apply flexible evaluations based on their policies. Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases.

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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

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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CIO

APRIL 11, 2024

Even so, many clients tell Gartner they are not ready to trust Oracle as their primary provider, Wright says, due to past experiences with Oracle’s aggressive sales practices. The allure of such a system for enterprises cannot be overstated, Lee says. These days that includes generative AI.

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CIO

JUNE 21, 2024

MITREChatGPT, a secure, internally developed version of Microsoft’s OpenAI GPT 4, stands out as the organization’s first major generative AI tool. Some of MITRE’s most prominent projects include the development of the FAA air traffic control system and the MITRE ATT&CK Framework collection of cybercriminal attack techniques.

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Existek

OCTOBER 18, 2023

In this article, we’ll discuss the topic of generative AI in healthcare and how it’s transforming this vital industry. List of the Content What is generative AI? How is generative AI transforming healthcare? Challenges of generative AI in healthcare Conclusion WHAT IS GENERATIVE AI?

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Ivanti

JUNE 10, 2024

Interest in generative AI has skyrocketed since the release of tools like ChatGPT, Google Gemini, Microsoft Copilot and others. Organizations are treading cautiously with generative AI tools despite seeing them as a game changer. Knowledge articles, particularly for HR, can be personalized by region or language.

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John Snow Labs

SEPTEMBER 26, 2023

to be precise) of data scientists and engineers plan to deploy Large Language Model (LLM) applications into production in the next 12 months or “as soon as possible.” of data science teams have implemented LLM applications currently in use by their own or client companies. billion by the end of 2030.

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TechCrunch

APRIL 8, 2023

This year, though, the theme was pretty obvious: “AI can do that, probably! ” Certainly today’s AI models are more capable than yesterday’s, and yesteryear’s. It’s hard not to see this batch as the precursors of a coming wave of AI-powered shovelware.

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Capgemini

AUGUST 16, 2024

Building Gen AI applications for business growth – actions behind the scenes Capgemini 21 Mar 2024 Facebook Linkedin Over the last few years, we have been witnessing a strong adoption of artificial intelligence and machine learning (AI/ML) across industries with a wide variety of applications.

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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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Tenable

APRIL 26, 2024

Check out what’s new in Version 15 of the MITRE ATT&CK knowledge base of adversary tactics, techniques and procedures. Plus, learn the latest details about the Change Healthcare breach, including the massive scope of the data exfiltration. In addition, why AI cyberthreats aren’t impacting CISOs’ budgets. And much more!

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AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers. Chatbots use the advanced natural language capabilities of large language models (LLMs) to respond to customer questions.

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AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data.

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Tenable

MARCH 8, 2024

Plus, a survey shows how artificial intelligence is impacting cybersecurity jobs. That’s according to ISC2’s survey “AI in Cyber 2024: Is the Cybersecurity Profession Ready?” More than 40% of ransomware attacks last year impacted critical infrastructure. Meanwhile, MITRE updated a database about insider threats. And much more!

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John Snow Labs

JULY 25, 2024

The blind test with independent medical annotators showed how the proprietary Healthcare-GPT Large Language Model outperformed ChatGPT-4 in medical correctness, explainability, and completeness. To assess Correctness, we asked: Review the answer medically. Is it: Free from hallucinations? Medically correct & current?

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AWS Machine Learning - AI

MAY 31, 2024

This means that individuals can ask companies to erase their personal data from their systems and from the systems of any third parties with whom the data was shared. Knowledge Bases for Amazon Bedrock is a fully managed RAG capability that allows you to customize FM responses with contextual and relevant company data.

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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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AWS Machine Learning - AI

JUNE 12, 2024

Amazon Q is a new generative artificial intelligence (AI)-powered assistant designed for work that can be tailored to your business. For more information, see Amazon Q Business, now generally available, helps boost workforce productivity with generative AI. A VPC where you will deploy the solution.

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AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation.

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AWS Machine Learning - AI

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

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AWS Machine Learning - AI

SEPTEMBER 13, 2024

In this post, we explore a solution that uses generative artificial intelligence (AI) to generate a SQL query from a user’s question in natural language. We aim to target and simplify them using generative AI with Amazon Bedrock. CUR data stored in an S3 bucket. split("SQLQuery:")[1].strip()

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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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AWS Machine Learning - AI

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. Evaluating LLMs is an undervalued part of the machine learning (ML) pipeline.

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AWS Machine Learning - AI

SEPTEMBER 20, 2024

These agents help users complete actions based on organizational data and user input, orchestrating interactions between foundation models (FMs), data sources, software applications, and user conversations. Amazon Bedrock agents use the power of large language models (LLMs) to perform complex reasoning and action generation.

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CIO

JULY 10, 2024

On top of this, Relex added instructions to its prompt to avoid answering any questions outside the company’s knowledge base, he says, and to express uncertainty when the question was at the limits of its knowledge or skills. Besides these, Relex also tightly curated its knowledge base, Vilkamo says.

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AWS Machine Learning - AI

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications.

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AWS Machine Learning - AI

JUNE 26, 2024

This post is a follow-up to Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets. This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. AI-powered assistants for investment research So, what are AI-powered assistants?

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CIO

MARCH 7, 2023

Salesforce was an early adopter of artificial intelligence (AI) with its Einstein recommendation tools, but it is taking a cautious approach to deploying the latest AI trend, generative AI. Interest in generative AI from customers is high, Shih said. “We

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AWS Machine Learning - AI

MAY 7, 2024

Large language models (LLMs) have unlocked new possibilities for extracting information from unstructured text data. Although much of the current excitement is around LLMs for generative AI tasks, many of the key use cases that you might want to solve have not fundamentally changed.

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AWS Machine Learning - AI

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

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AWS Machine Learning - AI

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions.

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John Snow Labs

JULY 28, 2023

Medical Large Language Models LLMs In recent years, Large Language Models (LLMs) have revolutionized various industries by their ability to process and generate human-like text. These knowledge bases are regularly updated, guaranteeing access to the latest medical knowledge.

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AWS Machine Learning - AI

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. Solution code and deployment assets can be found in the GitHub repository.

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AWS Machine Learning - AI

NOVEMBER 22, 2023

The financial service (FinServ) industry has unique generative AI requirements related to domain-specific data, data security, regulatory controls, and industry compliance standards. RAG is a framework for improving the quality of text generation by combining an LLM with an information retrieval (IR) system.

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