Tag: metrics
-
The Register: Huawei releases data detailing serverless secrets
Source URL: https://www.theregister.com/2024/10/24/huawei_serverless_cold_start_research/ Source: The Register Title: Huawei releases data detailing serverless secrets Feedly Summary: Reveals why your functions start slowly on its cloud and maybe others too Huawei Cloud has released a huge trove of data describing the performance of its serverless services in the hope that other hyperscalers use it to improve their…
-
Cloud Blog: What’s new in PostgreSQL 17, now available in Cloud SQL
Source URL: https://cloud.google.com/blog/products/databases/postgresql-17-now-available-on-cloud-sql/ Source: Cloud Blog Title: What’s new in PostgreSQL 17, now available in Cloud SQL Feedly Summary: We’re excited to announce support for PostgreSQL 17 in Cloud SQL, complete with many new features and valuable enhancements across five key areas: Security Developer experience Performance Tooling Observability In this blog post, we explore these…
-
The Cloudflare Blog: Build durable applications on Cloudflare Workers: you write the Workflows, we take care of the rest
Source URL: https://blog.cloudflare.com/building-workflows-durable-execution-on-workers Source: The Cloudflare Blog Title: Build durable applications on Cloudflare Workers: you write the Workflows, we take care of the rest Feedly Summary: Cloudflare Workflows is now in open beta! Workflows allows you to build reliable, repeatable, long-lived multi-step applications that can automatically retry, persist state, and scale out. Read on to…
-
METR Blog – METR: BIS Comment Regarding "Establishment of Reporting Requirements for the Development of Advanced Artificial Intelligence Models and Computing Clusters"
Source URL: https://downloads.regulations.gov/BIS-2024-0047-0048/attachment_1.pdf Source: METR Blog – METR Title: BIS Comment Regarding "Establishment of Reporting Requirements for the Development of Advanced Artificial Intelligence Models and Computing Clusters" Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the Bureau of Industry and Security’s proposed reporting requirements for advanced AI models and computing clusters, emphasizing…
-
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…
-
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…
-
Hacker News: Supporting Task Switching with Reinforcement Learning
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…
-
METR Blog – METR: Details about METR’s preliminary evaluation of GPT-4o
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
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…