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As organizations embrace AI transformation, they are searching for next-generation applications that deliver real business value. McKinsey estimates that 67% of organizations will invest more in AI over the next three years.1 And software as a service (SaaS) spend is estimated to hit USD232 billion in 2024, up 18% from the prior year.2 There has been a …

Discover innovative AI solutions with the Microsoft commercial marketplace Read More »

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). These powerful models, trained on vast amounts of data, can generate human-like text, answer questions, and even engage in creative writing tasks. However, training and deploying such models from scratch is …

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Over 60,000 customers including AT&T, H&R Block, Volvo, Grammarly, Harvey, Leya, and more leverage Microsoft Azure AI to drive AI transformation. We are excited to see the growing adoption of AI across industries and businesses small and large. This blog summarizes new capabilities across Azure AI portfolio that provide greater choice and flexibility to build …

Announcing the availability of Azure OpenAI Data Zones and latest updates from Azure AI Read More »

The emergence of generative AI has ushered in a new era of possibilities, enabling the creation of human-like text, images, code, and more. However, as exciting as these advancements are, data scientists often face challenges when it comes to developing UIs and to prototyping and interacting with their business users. Traditionally, building frontend and backend …

Build and deploy a UI for your generative AI applications with AWS and Python Read More »

Generative AI continues to push the boundaries of what’s possible. One area garnering significant attention is the use of generative AI to analyze audio and video transcripts, increasing our ability to extract valuable insights from content stored in audio or video files. Speech data is unique and complex, which makes it difficult to analyze and …

Unearth insights from audio transcripts generated by Amazon Transcribe using Amazon Bedrock Read More »

In our last blog, I outlined what modernization really means and why it matters. This blog will walk you through how to design a modernization approach that unites strategy, processes, and technology. Getting these elements right will help position your organization to successfully adopt new innovations like AI. I’ll start by covering a few common …

Designing a successful modernization approach for AI readiness Read More »

Generally available today, Windows Server 2025 builds on our mission to deliver a secure and high-performance Windows Server platform tailored to meet customers’ diverse needs. This release will enable you to deploy apps in any environment, whether on-premises, hybrid environments, or in the cloud. Windows Server 2025 Investing in your success with Windows Server Try …

Windows Server 2025 now generally available, with advanced security, improved performance, and cloud agility Read More »

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI, allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications. By fine-tuning, the LLM can adapt its knowledge base to specific data and tasks, resulting in …

Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock Read More »

As enterprises increasingly embrace generative AI , they face challenges in managing the associated costs. With demand for generative AI applications surging across projects and multiple lines of business, accurately allocating and tracking spend becomes more complex. Organizations need to prioritize their generative AI spending based on business impact and criticality while maintaining cost transparency …

Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock Read More »

Here are 7 of Google’s latest AI updates from October.