Tag: simplicity
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Hacker News: Building Effective "Agents"
Source URL: https://www.anthropic.com/research/building-effective-agents Source: Hacker News Title: Building Effective "Agents" Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights into building effective large language model (LLM) agents, emphasizing simplicity over complexity in implementations. It categorizes agentic systems, detailing workflows and frameworks that can enhance LLM capabilities, and gives practical advice for…
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Hacker News: Show HN: TideCloak – Decentralized IAM for security and user sovereignty
Source URL: https://github.com/tide-foundation/tidecloak-gettingstarted Source: Hacker News Title: Show HN: TideCloak – Decentralized IAM for security and user sovereignty Feedly Summary: Comments AI Summary and Description: Yes Summary: The text serves as a developer guide for setting up TideCloak, an identity and access management (IAM) system built on KeyCloak, aimed at allowing developers to create secure…
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Hacker News: No More Adam: Learning Rate Scaling at Initialization Is All You Need
Source URL: https://arxiv.org/abs/2412.11768 Source: Hacker News Title: No More Adam: Learning Rate Scaling at Initialization Is All You Need Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel optimization technique called SGD-SaI that enhances the stochastic gradient descent (SGD) algorithm for training deep neural networks. This method simplifies the process…
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Cloud Blog: Cloud Pub/Sub 2024 highlights: Native integrations, sharing and more
Source URL: https://cloud.google.com/blog/products/data-analytics/pubsub-highlights-of-2024/ Source: Cloud Blog Title: Cloud Pub/Sub 2024 highlights: Native integrations, sharing and more Feedly Summary: In today’s rapidly evolving digital landscape, organizations need to leverage real-time data for actionable insights and improved decision-making. Availability of real-time data is emerging as a key element to evolve and grow the business. Pub/Sub is Google…
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Hacker News: Fast LLM Inference From Scratch (using CUDA)
Source URL: https://andrewkchan.dev/posts/yalm.html Source: Hacker News Title: Fast LLM Inference From Scratch (using CUDA) Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a comprehensive overview of implementing a low-level LLM (Large Language Model) inference engine using C++ and CUDA. It details various optimization techniques to enhance inference performance on both CPU…
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Hacker News: Run Database in GitHub Actions, Persisting Data to S3, and Access It Publicly
Source URL: https://wesql.io/blog/use-github-actions-as-database Source: Hacker News Title: Run Database in GitHub Actions, Persisting Data to S3, and Access It Publicly Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents an innovative approach to managing databases for short-term needs using GitHub Actions and S3-compatible storage, allowing users to avoid ongoing costs associated with…