Tag: architectures
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Cloud Blog: How to calculate your AI costs on Google Cloud
Source URL: https://cloud.google.com/blog/topics/cost-management/unlock-the-true-cost-of-enterprise-ai-on-google-cloud/ Source: Cloud Blog Title: How to calculate your AI costs on Google Cloud Feedly Summary: What is the true cost of enterprise AI? As a technology leader and a steward of company resources, understanding these costs isn’t just prudent – it’s essential for sustainable AI adoption. To help, we’ll unveil a comprehensive…
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Cloud Blog: Best practices for achieving high availability and scalability in Cloud SQL
Source URL: https://cloud.google.com/blog/products/databases/understanding-cloud-sql-high-availability/ Source: Cloud Blog Title: Best practices for achieving high availability and scalability in Cloud SQL Feedly Summary: Cloud SQL, Google Cloud’s fully managed database service for PostgreSQL, MySQL, and SQL Server workloads, offers strong availability SLAs, depending on which edition you choose: a 99.95% SLA, excluding maintenance for Enterprise edition; and a…
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Hacker News: Fire-Flyer File System from DeepSeek
Source URL: https://github.com/deepseek-ai/3FS Source: Hacker News Title: Fire-Flyer File System from DeepSeek Feedly Summary: Comments AI Summary and Description: Yes Summary: The Fire-Flyer File System (3FS) is a distributed file system designed to optimize AI training and inference workloads by harnessing modern hardware capabilities. The text discusses its performance, a benchmarking approach using the GraySort…
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Hacker News: Kastle (YC S24) Is Hiring – AI for Loan Servicing
Source URL: https://www.ycombinator.com/companies/kastle/jobs/ItDVKB7-founding-backend-engineer-at-kastle-s24 Source: Hacker News Title: Kastle (YC S24) Is Hiring – AI for Loan Servicing Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines a job opportunity for a Founding Backend Engineer at Kastle, an AI platform focused on automating mortgage servicing processes. It emphasizes the significance of building a…
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Schneier on Security: “Emergent Misalignment” in LLMs
Source URL: https://www.schneier.com/blog/archives/2025/02/emergent-misalignment-in-llms.html Source: Schneier on Security Title: “Emergent Misalignment” in LLMs Feedly Summary: Interesting research: “Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs“: Abstract: We present a surprising result regarding LLMs and alignment. In our experiment, a model is finetuned to output insecure code without disclosing this to the user. The resulting model…