Tag: operational efficiency
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Hacker News: Nix at work: FlakeHub Cache and private flakes
Source URL: https://determinate.systems/posts/flakehub-cache-and-private-flakes/ Source: Hacker News Title: Nix at work: FlakeHub Cache and private flakes Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the launch of new features for FlakeHub, a platform for managing Nix flakes, including FlakeHub Cache and private flakes. These additions address significant security and operational challenges faced…
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Cloud Blog: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads
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…
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Cloud Blog: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size
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…
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CSA: Six Key Use Cases for Continuous Controls Monitoring
Source URL: https://cloudsecurityalliance.org/articles/six-key-use-cases-for-continuous-controls-monitoring Source: CSA Title: Six Key Use Cases for Continuous Controls Monitoring Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses Continuous Controls Monitoring (CCM) as a vital approach for organizations to enhance security and compliance, particularly with frameworks like FedRAMP, SOC 2, and DevSecOps. It highlights automation, real-time monitoring, and…
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METR Blog – METR: An update on our general capability evaluations
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…
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The Register: Sorry, but the ROI on enterprise AI is abysmal
Source URL: https://www.theregister.com/2024/10/22/genai_roi_appen/ Source: The Register Title: Sorry, but the ROI on enterprise AI is abysmal Feedly Summary: Appen points to, among other problems, a lack of high-quality training data labeled by humans The deployment of AI projects and associated return on investment (ROI) have declined, according to a large survey of IT decision-makers.… AI…
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Simon Willison’s Weblog: Quoting Anthropic
Source URL: https://simonwillison.net/2024/Oct/22/anthropic/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Anthropic Feedly Summary: For the same cost and similar speed to Claude 3 Haiku, Claude 3.5 Haiku improves across every skill set and surpasses even Claude 3 Opus, the largest model in our previous generation, on many intelligence benchmarks. Claude 3.5 Haiku is particularly strong on…
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Slashdot: Anthropic’s AI Model Gains Computer Control in New Upgrade
Source URL: https://slashdot.org/story/24/10/22/168256/anthropics-ai-model-gains-computer-control-in-new-upgrade Source: Slashdot Title: Anthropic’s AI Model Gains Computer Control in New Upgrade Feedly Summary: AI Summary and Description: Yes Summary: The release of Anthropic’s Claude 3.5 Sonnet and the introduction of Claude 3.5 Haiku highlight significant advancements in AI modeling, particularly in coding efficiency and operational capabilities. The public beta for AI-driven…