Cloud Security Alliance News Clipping Site

Tag: accuracy

  • Hacker News: Ask HN: Local RAG with private knowledge base

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    Source URL: https://news.ycombinator.com/item?id=41968366 Source: Hacker News Title: Ask HN: Local RAG with private knowledge base Feedly Summary: Comments AI Summary and Description: Yes Summary: The text addresses considerations related to Document Retrieval-Augmented Generation (RAG) strategies in the context of utilizing large language models (LLMs). Specifically, it emphasizes the importance of document formatting and preprocessing for…

  • Hacker News: U.S. military makes first confirmed OpenAI purchase for war-fighting forces

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    Source URL: https://theintercept.com/2024/10/25/africom-microsoft-openai-military/ Source: Hacker News Title: U.S. military makes first confirmed OpenAI purchase for war-fighting forces Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses AFRICOM’s procurement of cloud computing services from Microsoft to utilize OpenAI technology, emphasizing its operational importance for military objectives in Africa. It raises concerns about the…

  • OpenAI : Introducing SimpleQA

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    Source URL: https://openai.com/index/introducing-simpleqa Source: OpenAI Title: Introducing SimpleQA Feedly Summary: A factuality benchmark called SimpleQA that measures the ability for language models to answer short, fact-seeking questions. AI Summary and Description: Yes Summary: SimpleQA introduces a benchmark specifically designed to evaluate the performance of language models in accurately responding to fact-based questions. This development is…

  • Hamel’s Blog: Creating a LLM-as-a-Judge That Drives Business Results

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    Source URL: https://hamel.dev/blog/posts/llm-judge/ Source: Hamel’s Blog Title: Creating a LLM-as-a-Judge That Drives Business Results Feedly Summary: Earlier this year, I wrote Your AI product needs evals. Many of you asked, “How do I get started with LLM-as-a-judge?” This guide shares what I’ve learned after helping over 30 companies set up their evaluation systems. The Problem:…

  • Hacker News: Internal representations of LLMs encode information about truthfulness

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    Source URL: https://arxiv.org/abs/2410.02707 Source: Hacker News Title: Internal representations of LLMs encode information about truthfulness Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper explores the issue of hallucinations in large language models (LLMs), revealing that these models possess internal representations that can provide valuable insights into the truthfulness of their outputs. This…

  • Wired: OpenAI’s Transcription Tool Hallucinates. Hospitals Are Using It Anyway

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    Source URL: https://www.wired.com/story/hospitals-ai-transcription-tools-hallucination/ Source: Wired Title: OpenAI’s Transcription Tool Hallucinates. Hospitals Are Using It Anyway Feedly Summary: In health care settings, it’s important to be precise. That’s why the widespread use of OpenAI’s Whisper transcription tool among medical workers has experts alarmed. AI Summary and Description: Yes Summary: The text discusses an investigation revealing serious…

  • Hacker News: Vector databases are the wrong abstraction

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    Source URL: https://www.timescale.com/blog/vector-databases-are-the-wrong-abstraction/ Source: Hacker News Title: Vector databases are the wrong abstraction Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the complexities and challenges faced by engineering teams when integrating vector databases into AI systems, particularly in handling embeddings sourced from diverse data. It introduces the concept of a “vectorizer”…

  • The Register: US Army turns to ‘Scylla’ AI to protect depot

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    Source URL: https://www.theregister.com/2024/10/29/us_army_scylla_ai/ Source: The Register Title: US Army turns to ‘Scylla’ AI to protect depot Feedly Summary: Ominously-named bot can spot trouble from a mile away, distinguish threats from false alarms, says DoD The US Army is testing a new AI product that it says can identify threats from a mile away, and all…

  • Hacker News: Claude is now available on GitHub Copilot

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    Source URL: https://www.anthropic.com/news/github-copilot Source: Hacker News Title: Claude is now available on GitHub Copilot Feedly Summary: Comments AI Summary and Description: Yes Summary: The launch of Claude 3.5 Sonnet on GitHub Copilot significantly enhances coding capabilities for developers by integrating advanced AI-driven features directly into Visual Studio Code and GitHub. Its superior performance on industry…

  • Slashdot: Researchers Say AI Transcription Tool Used In Hospitals Invents Things

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    Source URL: https://science.slashdot.org/story/24/10/29/0649249/researchers-say-ai-transcription-tool-used-in-hospitals-invents-things?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Researchers Say AI Transcription Tool Used In Hospitals Invents Things Feedly Summary: AI Summary and Description: Yes Summary: The report discusses significant flaws in OpenAI’s Whisper transcription tool, particularly its tendency to generate hallucinations—fabricated text that can include harmful content. This issue raises concerns regarding the tool’s reliability in…