Cloud Security Alliance News Clipping Site

Tag: experimentation

  • Cloud Blog: Arize, Vertex AI API: Evaluation workflows to accelerate generative app development and AI ROI

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    Source URL: https://cloud.google.com/blog/topics/partners/benefits-of-arize-ai-in-tandem-with-vertex-ai-api-for-gemini/ Source: Cloud Blog Title: Arize, Vertex AI API: Evaluation workflows to accelerate generative app development and AI ROI Feedly Summary: In the rapidly evolving landscape of artificial intelligence, enterprise AI engineering teams must constantly seek cutting-edge solutions to drive innovation, enhance productivity, and maintain a competitive edge. In leveraging an AI observability…

  • Cloud Blog: PyTorch/XLA 2.5: vLLM support and an improved developer experience

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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/whats-new-with-pytorchxla-2-5/ Source: Cloud Blog Title: PyTorch/XLA 2.5: vLLM support and an improved developer experience Feedly Summary: Machine learning engineers are bullish on PyTorch/XLA, a Python package that uses the XLA deep learning compiler to connect the PyTorch deep learning framework and Cloud TPUs. And now, PyTorch/XLA 2.5 is here, along with a set…

  • Cloud Blog: Powerful infrastructure innovations for your AI-first future

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    Source URL: https://cloud.google.com/blog/products/compute/trillium-sixth-generation-tpu-is-in-preview/ Source: Cloud Blog Title: Powerful infrastructure innovations for your AI-first future Feedly Summary: The rise of generative AI has ushered in an era of unprecedented innovation, demanding increasingly complex and more powerful AI models. These advanced models necessitate high-performance infrastructure capable of efficiently scaling AI training, tuning, and inferencing workloads while optimizing…

  • Hacker News: Why Are ML Compilers So Hard? « Pete Warden’s Blog

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    Source URL: https://petewarden.com/2021/12/24/why-are-ml-compilers-so-hard/ Source: Hacker News Title: Why Are ML Compilers So Hard? « Pete Warden’s Blog Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the complexities and challenges faced by machine learning (ML) compiler writers, specifically relating to the transition from experimentation in ML frameworks like TensorFlow and PyTorch to…

  • Hacker News: Meta’s Open Source NotebookLM

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    Source URL: https://github.com/meta-llama/llama-recipes/tree/main/recipes/quickstart/NotebookLlama Source: Hacker News Title: Meta’s Open Source NotebookLM Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a comprehensive guide to using an open-source project called NotebookLlama, aimed at creating a workflow that converts PDF documents into podcasts using various LLMs (Large Language Models). This process is likely to…

  • Simon Willison’s Weblog: llm-whisper-api

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    Source URL: https://simonwillison.net/2024/Oct/27/llm-whisper-api/#atom-everything Source: Simon Willison’s Weblog Title: llm-whisper-api Feedly Summary: llm-whisper-api I wanted to run an experiment through the OpenAI Whisper API this morning so I knocked up a very quick plugin for LLM that provides the following interface: llm install llm-whisper-api llm whisper-api myfile.mp3 It uses the API key that you previously configured…

  • Hacker News: KitOps: Only Standards-Based Packaging and Versioning Tool for AI/ML Projects

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    Source URL: https://kitops.ml/docs/overview.html Source: Hacker News Title: KitOps: Only Standards-Based Packaging and Versioning Tool for AI/ML Projects Feedly Summary: Comments AI Summary and Description: Yes Summary: KitOps is an innovative open-source project aimed at enhancing collaboration among data scientists, application developers, and Site Reliability Engineers (SREs) in the realm of AI/ML model management. With its…

  • CSA: How CISOs Can Elevate Alert Readiness

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    Source URL: https://www.devoteam.com/expert-view/elevating-alert-readiness-a-people-first-approach-for-cisos/ Source: CSA Title: How CISOs Can Elevate Alert Readiness Feedly Summary: AI Summary and Description: Yes Summary: The text emphasizes a people-centric approach to cybersecurity outlined in the Alert Readiness Framework (ARF), which addresses significant challenges faced by CISOs, especially in relation to emerging technologies like generative AI. This framework aims to…

  • Simon Willison’s Weblog: Running prompts against images and PDFs with Google Gemini

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    Source URL: https://simonwillison.net/2024/Oct/23/prompt-gemini/#atom-everything Source: Simon Willison’s Weblog Title: Running prompts against images and PDFs with Google Gemini Feedly Summary: Running prompts against images and PDFs with Google Gemini New TIL. I’ve been experimenting with the Google Gemini APIs for running prompts against images and PDFs (in preparation for finally adding multi-modal support to LLM) –…

  • Cloud Blog: Highlights from the 10th DORA report

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    Source URL: https://cloud.google.com/blog/products/devops-sre/announcing-the-2024-dora-report/ Source: Cloud Blog Title: Highlights from the 10th DORA report Feedly Summary: The DORA research program has been investigating the capabilities, practices, and measures of high-performing technology-driven teams and organizations for more than a decade. It has published reports based on data collected from annual surveys of professionals working in technical roles,…