Tag: data quality
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Hacker News: SWE-Bench tainted by answer leakage; real pass rates significantly lower
Source URL: https://arxiv.org/abs/2410.06992 Source: Hacker News Title: SWE-Bench tainted by answer leakage; real pass rates significantly lower Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper “SWE-Bench+: Enhanced Coding Benchmark for LLMs” addresses significant data quality issues in the evaluation of Large Language Models (LLMs) for coding tasks. It presents empirical analysis revealing…
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Cloud Blog: How to use gen AI for better data schema handling, data quality, and data generation
Source URL: https://cloud.google.com/blog/products/data-analytics/how-gemini-in-bigquery-helps-with-data-engineering-tasks/ Source: Cloud Blog Title: How to use gen AI for better data schema handling, data quality, and data generation Feedly Summary: In the realm of data engineering, generative AI models are quietly revolutionizing how we handle, process, and ultimately utilize data. For example, large language models (LLMs) can help with data schema…
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Anton on Security – Medium: Cross-post: Office of the CISO 2024 Year in Review: AI Trust and Security
Source URL: https://medium.com/anton-on-security/cross-post-office-of-the-ciso-2024-year-in-review-ai-trust-and-security-e73af11fb374?source=rss—-8e8c3ed26c4c—4 Source: Anton on Security – Medium Title: Cross-post: Office of the CISO 2024 Year in Review: AI Trust and Security Feedly Summary: AI Summary and Description: Yes Summary: The text provides a comprehensive overview of Google’s insights and resources regarding the secure implementation of generative AI in 2024. It covers critical security…
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Hacker News: Lessons from building a small-scale AI application
Source URL: https://www.thelis.org/blog/lessons-from-ai Source: Hacker News Title: Lessons from building a small-scale AI application Feedly Summary: Comments AI Summary and Description: Yes Summary: The text encapsulates critical lessons learned from constructing a small-scale AI application, emphasizing the differences between traditional programming and AI development, alongside the intricacies of managing data quality, training pipelines, and system…
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Hacker News: PostgreSQL Anonymizer
Source URL: https://postgresql-anonymizer.readthedocs.io/en/stable/ Source: Hacker News Title: PostgreSQL Anonymizer Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the PostgreSQL Anonymizer, an extension aimed at masking personally identifiable information (PII) and commercially sensitive data within PostgreSQL databases. This tool offers a declarative approach to anonymization, enabling application developers to integrate data masking…
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CSA: How Can Businesses Mitigate AI "Lying" Risks Effectively?
Source URL: https://www.schellman.com/blog/cybersecurity/llms-and-how-to-address-ai-lying Source: CSA Title: How Can Businesses Mitigate AI "Lying" Risks Effectively? Feedly Summary: AI Summary and Description: Yes Summary: The text addresses the accuracy of outputs generated by large language models (LLMs) in AI systems, emphasizing the risk of AI “hallucinations” and the importance of robust data management to mitigate these concerns.…