Experimental News Clipping Site

Tag: real-world data

  • Cloud Blog: Get ready for a unique, immersive security experience at Next ‘25

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/identity-security/unique-immersive-security-experience-coming-to-next-25/ Source: Cloud Blog Title: Get ready for a unique, immersive security experience at Next ‘25 Feedly Summary: Few things are more critical to IT operations than security. Security incidents, coordinated threat actors, and regulatory mandates are coupled with the imperative to effectively manage risk and the vital business task of rolling out…

  • Cloud Blog: Supervised Fine Tuning for Gemini: A best practices guide

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/master-gemini-sft/ Source: Cloud Blog Title: Supervised Fine Tuning for Gemini: A best practices guide Feedly Summary: Foundation models such as Gemini have revolutionized how we work, but sometimes they need guidance to excel at specific business tasks. Perhaps their answers are too long, or their summaries miss the mark. That’s where supervised fine-tuning…

  • The Register: Can AWS really fix AI hallucination? We talk to head of Automated Reasoning Byron Cook

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/07/interview_with_aws_byron_cook/ Source: The Register Title: Can AWS really fix AI hallucination? We talk to head of Automated Reasoning Byron Cook Feedly Summary: Engineer who works on ways to prove code’s mathematically correct finds his field’s suddenly much less obscure Interview A notable flaw of AI is its habit of “hallucinating," making up plausible…

  • Hacker News: We need data engineering benchmarks for LLMs

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    system automation
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    Source URL: https://structuredlabs.substack.com/p/why-we-need-data-engineering-benchmarks Source: Hacker News Title: We need data engineering benchmarks for LLMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the shortcomings of existing benchmarks for evaluating the effectiveness of AI-driven tools in data engineering, specifically contrasting them with software engineering benchmarks. It highlights the unique challenges of data…

  • Hacker News: CleaR: Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Labels

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    system automation
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    Source URL: https://arxiv.org/abs/2411.00873 Source: Hacker News Title: CleaR: Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Labels Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel approach to Parameter-Efficient Fine-Tuning (PEFT) designed to enhance model performance when working with noisy labeled data. This research is particularly relevant for professionals in AI,…

  • Hacker News: Introducing The Model Context Protocol

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    system automation
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    Source URL: https://www.anthropic.com/news/model-context-protocol Source: Hacker News Title: Introducing The Model Context Protocol Feedly Summary: Comments AI Summary and Description: Yes Summary: The Model Context Protocol (MCP) is an open-standard initiative aimed at enhancing the connectivity of AI assistants to various data sources, addressing the current challenges posed by information silos and disparate integrations. This new…

  • Hacker News: LoRA vs. Full Fine-Tuning: An Illusion of Equivalence

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    system automation
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    Source URL: https://arxiv.org/abs/2410.21228 Source: Hacker News Title: LoRA vs. Full Fine-Tuning: An Illusion of Equivalence Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents a comparative study of Low-Rank Adaptation (LoRA) and full fine-tuning for large language models (LLMs). It reveals significant differences in how each method alters pre-trained models, particularly focusing…

  • Anchore: 2024 Trends in Software Supply Chain Security

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    system automation
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    Source URL: https://anchore.com/webinars/2024-trends-in-software-supply-chain-security/ Source: Anchore Title: 2024 Trends in Software Supply Chain Security Feedly Summary: The post 2024 Trends in Software Supply Chain Security appeared first on Anchore. AI Summary and Description: Yes Summary: The text discusses key insights from the 2024 Software Supply Chain Security Report, highlighting the increasing importance of software supply chain…