Experimental News Clipping Site

Tag: data quality

  • Hacker News: Probably pay attention to tokenizers

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    Source URL: https://cybernetist.com/2024/10/21/you-should-probably-pay-attention-to-tokenizers/ Source: Hacker News Title: Probably pay attention to tokenizers Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text delves into the critical role of tokenization in AI applications, particularly those utilizing Retrieval-Augmented Generation (RAG). It emphasizes how understanding tokenization can significantly affect the performance of AI models, especially in contexts…

  • CSA: How Data Access Governance Boosts Security & Efficiency

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    Source URL: https://cloudsecurityalliance.org/articles/7-ways-data-access-governance-increases-data-roi Source: CSA Title: How Data Access Governance Boosts Security & Efficiency Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the importance of Data Access Governance (DAG) as a vital component of Data Security Posture Management (DSPM) in organizations. It highlights how DAG can optimize productivity, reduce risks such as…

  • The Register: Sorry, but the ROI on enterprise AI is abysmal

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    Source URL: https://www.theregister.com/2024/10/22/genai_roi_appen/ Source: The Register Title: Sorry, but the ROI on enterprise AI is abysmal Feedly Summary: Appen points to, among other problems, a lack of high-quality training data labeled by humans The deployment of AI projects and associated return on investment (ROI) have declined, according to a large survey of IT decision-makers.… AI…

  • Hacker News: Extracting financial disclosure and police reports with OpenAI Structured Output

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    Source URL: https://gist.github.com/dannguyen/faaa56cebf30ad51108a9fe4f8db36d8 Source: Hacker News Title: Extracting financial disclosure and police reports with OpenAI Structured Output Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text details a demonstration of OpenAI’s GPT-4o-mini model for extracting structured data from financial disclosure reports and police blotter narratives. This showcases how AI can effectively parse…

  • Cloud Blog: How Virgin Media O2 simplified internal data sharing with BigQuery’s Analytics Hub

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    Source URL: https://cloud.google.com/blog/products/data-analytics/how-virgin-media-o2-simplified-internal-data-sharing-with-bigquery-analytics-hub/ Source: Cloud Blog Title: How Virgin Media O2 simplified internal data sharing with BigQuery’s Analytics Hub Feedly Summary: Easily sharing data has become a critical asset for driving informed decisions across any business. Still, many organizations struggle with the complexities of sharing data in a way that’s effective and compliant. Data teams…

  • Cloud Blog: New BigQuery capabilities for data and AI governance

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    Source URL: https://cloud.google.com/blog/products/data-analytics/how-dataplex-provides-data-governance-for-the-ai-era/ Source: Cloud Blog Title: New BigQuery capabilities for data and AI governance Feedly Summary: Across industries and disciplines, generative AI is transforming the way we work, from sparking new forms of creativity and revolutionizing customer experiences to unlocking hidden insights within complex data. At the same time, this revolution hinges on high-quality,…

  • CSA: Proposed 3D Matrix Framework for Synthetic Data

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    Source URL: https://cloudsecurityalliance.org/blog/2024/10/04/reflections-on-nist-symposium-in-september-2024-part-1 Source: CSA Title: Proposed 3D Matrix Framework for Synthetic Data Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses a framework for understanding and managing risks associated with synthetic data, developed in response to insights shared at the NIST symposium “Unleashing AI Innovation, Enabling Trust.” The proposed 3D matrix framework,…

  • Slashdot: Project Analyzing Human Language Usage Shuts Down Because ‘Generative AI Has Polluted the Data’

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    Source URL: https://tech.slashdot.org/story/24/09/20/1745236/project-analyzing-human-language-usage-shuts-down-because-generative-ai-has-polluted-the-data?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Project Analyzing Human Language Usage Shuts Down Because ‘Generative AI Has Polluted the Data’ Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the decision to sunset an open-source project, Wordfreq, due to the overwhelming presence of generative AI-generated content on the internet, diminishing the project’s utility.…

  • Scott Logic: Evolving with AI from Traditional Testing to Model Evaluation I

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    Source URL: https://blog.scottlogic.com/2024/09/13/Evolving-with-AI-From-Traditional-Testing-to-Model-Evaluation-I.html Source: Scott Logic Title: Evolving with AI from Traditional Testing to Model Evaluation I Feedly Summary: Having worked on developing Machine Learning skill definitions and L&D pathway recently, in this blog post I have tried to explore the evolving role of test engineers in the era of machine learning, highlighting the key…

  • OpenAI : Improving ecommerce data quality

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    Source URL: https://openai.com/index/lowes Source: OpenAI Title: Improving ecommerce data quality Feedly Summary: Lowe’s fine-tunes OpenAI’s models to improve ecommerce data quality AI Summary and Description: Yes Summary: Lowe’s is enhancing the quality of its e-commerce data by fine-tuning OpenAI’s models, illustrating a practical application of AI in the retail sector. This initiative highlights the ongoing…