AI

07 Nov

atNorth Expands Vast Data Center in Iceland & New Heat Reuse Partnership

stp2y0 CommentsAI
The ICE02 and ICE03 sites will expand significantly in response to increasing demand for the business’s sustainable infrastructure. atNorth, the leading Nordic colocation, high-performance computing, and artificial intelligence service provider, has announced the substantial expansion of two of its data centers in Iceland. The ICE02 campus near Keflavík, will gain an additional capacity of 35MW. The ICE03 site in Akureyri that opened last year will gain additional capacity of 16MW. Both sites have surplus space for further expansion in line with future demand. Both data center sites are highly energy efficient, operating at a maximum PUE of 1.2 and will also be able to accommodate the latest…
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When does chain-of-thought prompting make AI worse?
07 Nov

When does chain-of-thought prompting make AI worse?

stp2y0 CommentsAI
“Figure 1: Tasks evaluated for reductions in performance from CoT prompting.”A lot of ML papers have popularized a technique called chain-of-thought (CoT) prompting, where AI models are asked to break down their thinking step by step. While this approach often improves performance, researchers from Princeton University and NYU have discovered that in certain scenarios, it can significantly harm LLM performance - just as overthinking can sometimes impair human performance!Let’s see what the researchers found and how to avoid this in our own work. Source link lol
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Unleash the power of generative AI with Amazon Q Business: How CCoEs can scale cloud governance best practices and drive innovation | Amazon Web Services
06 Nov

Unleash the power of generative AI with Amazon Q Business: How CCoEs can scale cloud governance best practices and drive innovation | Amazon Web Services

stp2y0 CommentsAI
This post is co-written with Steven Craig from Hearst.  To maintain their competitive edge, organizations are constantly seeking ways to accelerate cloud adoption, streamline processes, and drive innovation. However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. 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. With Amazon Q Business, Hearst’s CCoE team built…
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Unearth insights from audio transcripts generated by Amazon Transcribe using Amazon Bedrock | Amazon Web Services
06 Nov

Unearth insights from audio transcripts generated by Amazon Transcribe using Amazon Bedrock | Amazon Web Services

stp2y0 CommentsAI
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 extract insights. Manually transcribing and analyzing it can be time-consuming and resource-intensive. Existing methods for extracting insights from speech data often require tedious human transcription and review. You can use automatic voice recognition tools to convert your audio and video data to text. However, you…
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Integrate foundation models into your code with Amazon Bedrock | Amazon Web Services
06 Nov

Integrate foundation models into your code with Amazon Bedrock | Amazon Web Services

stp2y0 CommentsAI
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 a complex and resource-intensive process, often requiring specialized expertise and significant computational resources. Enter Amazon Bedrock, a fully managed service that provides developers with seamless access to cutting-edge FMs through simple APIs. Amazon Bedrock streamlines the integration of state-of-the-art generative AI capabilities for developers, offering…
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