Experimental News Clipping Site

Tag: data quality

  • Cloud Blog: A practical guide to synthetic data generation with Gretel and BigQuery DataFrames

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    Source URL: https://cloud.google.com/blog/products/data-analytics/synthetic-data-generation-with-gretel-and-bigquery-dataframes/ Source: Cloud Blog Title: A practical guide to synthetic data generation with Gretel and BigQuery DataFrames Feedly Summary: In our previous post, we explored how integrating Gretel with BigQuery DataFrames streamlines synthetic data generation while preserving data privacy. To recap, BigQuery DataFrames is a Python client for BigQuery, providing pandas-compatible APIs with…

  • Hacker News: EU AI Act is much more insane than you think

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    Source URL: https://www.siliconcontinent.com/p/the-strange-kafka-world-of-the-eu Source: Hacker News Title: EU AI Act is much more insane than you think Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the implications of the EU AI Act, particularly regarding the stringent regulations imposed on high-risk AI systems, including commercial implications for startups and systemic risks related…

  • Cloud Blog: BigQuery’s AI-assisted data preparation is now in preview

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    Source URL: https://cloud.google.com/blog/products/data-analytics/introducing-ai-driven-bigquery-data-preparation/ Source: Cloud Blog Title: BigQuery’s AI-assisted data preparation is now in preview Feedly Summary: In today’s data-driven world, the ability to efficiently transform raw data into actionable insights is paramount. However, data preparation and cleaning is often a significant challenge. Reducing this time and efficiently transforming raw data into insights is crucial…

  • Cloud Blog: Adapting model risk management for financial institutions in the generative AI era

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    Source URL: https://cloud.google.com/blog/topics/financial-services/adapting-model-risk-management-in-the-gen-ai-era/ Source: Cloud Blog Title: Adapting model risk management for financial institutions in the generative AI era Feedly Summary: Generative AI (gen AI) promises to usher in an era of transformation for quality, accessibility, efficiency, and compliance in the financial services industry. As with any new technology, it also introduces new complexities and…

  • 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,…