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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Examples of applications include conversational search, customer support agent assistance, customer support analytics, self-service virtual assistants, chatbots, rich media generation, content moderation, coding companions to accelerate secure, high-performance software development, deeper insights

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Google Chrome for Windows is finally getting native Arm support

A large downside to Windows PCs with Arm64 processors like Microsoft’s own Surface Pro 9 5G has been a lack of native support for Chrome, the world’s most popular browser. Now, Google has finally released a Chrome Canary beta version that fully supports the Arm64 architecture, Windows Central has reported. The new version should significantly

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The Unseen Benefits of AI in Customized Learning Paths

Exploring the Unseen Advantages of AI in Personalized Learning Paths Artificial Intelligence (AI) has been making significant strides in various sectors, and education is no exception. The advent of AI in education has brought about a paradigm shift in the way learning is delivered and received. One of the most profound impacts of AI in

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Build enterprise-ready generative AI solutions with Cohere foundation models in Amazon Bedrock and Weaviate vector database on AWS Marketplace

Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) with these solutions has become increasingly popular. Building proofs of concept is relatively straightforward because cutting-edge foundation models are available from specialized providers through a simple API call. Therefore, organizations of various sizes

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Build a vaccination verification solution using the Queries feature in Amazon Textract

Amazon Textract is a machine learning (ML) service that enables automatic extraction of text, handwriting, and data from scanned documents, surpassing traditional optical character recognition (OCR). It can identify, understand, and extract data from tables and forms with remarkable accuracy. Presently, several companies rely on manual extraction methods or basic OCR software, which is tedious

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Reduce inference time for BERT models using neural architecture search and SageMaker Automated Model Tuning

In this post, we demonstrate how to use neural architecture search (NAS) based structural pruning to compress a fine-tuned BERT model to improve model performance and reduce inference times. Pre-trained language models (PLMs) are undergoing rapid commercial and enterprise adoption in the areas of productivity tools, customer service, search and recommendations, business process automation, and

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Russian state-sponsored hackers accessed the emails of Microsoft’s ‘senior leadership’

A hacking group linked to a Russian intelligence agency accessed the emails of several senior Microsoft executives and other employees, the company disclosed Friday. Microsoft said it detected the attack on January 12, and has determined that a hacking group known as Midnight Blizzard or Nobelium is responsible. That’s the same group behind the 2020

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