Tag: evaluation
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Cloud Blog: Scaling to zero on Google Kubernetes Engine with KEDA
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/scale-to-zero-on-gke-with-keda/ Source: Cloud Blog Title: Scaling to zero on Google Kubernetes Engine with KEDA Feedly Summary: For developers and businesses that run applications on Google Kubernetes Engine (GKE), scaling deployments down to zero when they are idle can offer significant financial savings. GKE’s Cluster Autoscaler efficiently manages node pool sizes, but for applications…
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Hacker News: X41 Reviewed Mullvad VPN
Source URL: https://x41-dsec.de/news/2024/12/11/mullvad/ Source: Hacker News Title: X41 Reviewed Mullvad VPN Feedly Summary: Comments AI Summary and Description: Yes Summary: The text details a white box penetration test conducted by X41 on the Mullvad VPN application, revealing a high security standard with six vulnerabilities identified. The report highlights the complexity of the application running across…
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Hacker News: Task-Specific LLM Evals That Do and Don’t Work
Source URL: https://eugeneyan.com/writing/evals/ Source: Hacker News Title: Task-Specific LLM Evals That Do and Don’t Work Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a comprehensive overview of evaluation metrics for machine learning tasks, specifically focusing on classification, summarization, and translation within the context of large language models (LLMs). It highlights the…
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Hacker News: The GPT era is already ending
Source URL: https://www.theatlantic.com/technology/archive/2024/12/openai-o1-reasoning-models/680906/ Source: Hacker News Title: The GPT era is already ending Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenAI has launched the o1 generative AI model, hailed by its CEO as a significant advancement towards mimicking human reasoning, which is set to redefine AI capabilities. This model is perceived as a…
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Hacker News: Researchers Use AI to Turn Sound Recordings into Accurate Street Images
Source URL: https://news.utexas.edu/2024/11/27/researchers-use-ai-to-turn-sound-recordings-into-accurate-street-images/ Source: Hacker News Title: Researchers Use AI to Turn Sound Recordings into Accurate Street Images Feedly Summary: Comments AI Summary and Description: Yes Summary: The text reveals groundbreaking research from The University of Texas at Austin where generative AI is used to convert audio recordings into street-view images. This study illustrates the…