Cloud Security Alliance News Clipping Site

Tag: metrics

  • Cloud Blog: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads

    —

    by

    system automation
    in

    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/tuning-the-gke-hpa-to-run-inference-on-gpus/ Source: Cloud Blog Title: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads Feedly Summary: While LLM models deliver immense value for an increasing number of use cases, running LLM inference workloads can be costly. If you’re taking advantage of the latest open models and infrastructure, autoscaling can help you optimize…

  • Cloud Blog: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size

    —

    by

    system automation
    in

    Source URL: https://cloud.google.com/blog/products/databases/how-prefab-scales-with-spanners-postrgesql-interface/ Source: Cloud Blog Title: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size Feedly Summary: TL;DR: We use Spanner’s PostgreSQL interface at Prefab, and we’ve had a good time. It’s easy to set up, easy to use, and — surprisingly — less expensive than other databases we’ve tried for…

  • Hacker News: Supporting Task Switching with Reinforcement Learning

    —

    by

    system automation
    in

    Source URL: https://dl.acm.org/doi/10.1145/3613904.3642063 Source: Hacker News Title: Supporting Task Switching with Reinforcement Learning Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text discusses the development and evaluation of a reinforcement learning-based Attention Management System (AMS) designed to improve multitasking performance through autonomous task switching. This novel research addresses critical challenges…

  • Hacker News: Paper finds provably minimal counterfactual explanations

    —

    by

    system automation
    in

    Source URL: https://ojs.aaai.org/index.php/AIES/article/view/31742 Source: Hacker News Title: Paper finds provably minimal counterfactual explanations Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development and implementation of a new algorithm known as Polyhedral-complex Informed Counterfactual Explanations (PICE). This algorithm is significant for AI professionals, as it enhances the interpretability and robustness of…

  • METR Blog – METR: Details about METR’s preliminary evaluation of GPT-4o

    —

    by

    system automation
    in

    Source URL: https://metr.github.io/autonomy-evals-guide/gpt-4o-report/ Source: METR Blog – METR Title: Details about METR’s preliminary evaluation of GPT-4o Feedly Summary: AI Summary and Description: Yes **Summary:** The text covers METR’s preliminary evaluation of the GPT-4o model, detailing its performance on 77 tasks related to autonomous capabilities. It discusses the capabilities of the model in comparison to human…

  • METR Blog – METR: An update on our general capability evaluations

    —

    by

    system automation
    in

    Source URL: https://metr.org/blog/2024-08-06-update-on-evaluations/ Source: METR Blog – METR Title: An update on our general capability evaluations Feedly Summary: AI Summary and Description: Yes **Summary:** The provided text discusses the development of evaluation metrics for AI capabilities, particularly focusing on autonomous systems. It aims to create measures that can assess general autonomy rather than solely relying…

  • Hacker News: StabilityAI releases Stable Diffusion 3.5 – a step up in realism

    —

    by

    system automation
    in

    Source URL: https://www.tomsguide.com/ai/stabilityai-releases-stable-diffusion-3-5-a-step-up-in-realism Source: Hacker News Title: StabilityAI releases Stable Diffusion 3.5 – a step up in realism Feedly Summary: Comments AI Summary and Description: Yes Summary: StabilityAI has launched the Stable Diffusion 3.5 family of AI image models, offering improved realism, prompt adherence, and text rendering. This version features customizable models optimized for consumer…

  • Hacker News: Rustls Outperforms OpenSSL and BoringSSL

    —

    by

    system automation
    in

    Source URL: https://www.memorysafety.org/blog/rustls-performance-outperforms/ Source: Hacker News Title: Rustls Outperforms OpenSSL and BoringSSL Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the advancements in the Rustls TLS library, focusing on its performance and memory safety features, which are critical for secure communication in applications. Rustls aims to overcome the vulnerabilities associated with…

  • Cloud Blog: Highlights from the 10th DORA report

    —

    by

    system automation
    in

    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,…

  • Slashdot: If You Want Your Company’s Stock To Go Up, Hire Wonkier IT People

    —

    by

    system automation
    in

    Source URL: https://tech.slashdot.org/story/24/10/22/1448225/if-you-want-your-companys-stock-to-go-up-hire-wonkier-it-people?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: If You Want Your Company’s Stock To Go Up, Hire Wonkier IT People Feedly Summary: AI Summary and Description: Yes Summary: The findings from Barclays research indicate that companies focusing on hiring specialized AI talent are yielding superior stock market returns. This trend underlines the significance of targeted recruitment…