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#data-lakes News & Analysis

2 articles tagged with #data-lakes. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv โ€“ CS AI ยท Mar 96/10
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KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes

Researchers introduce KramaBench, a comprehensive benchmark testing AI systems' ability to execute end-to-end data processing pipelines on real-world data lakes. The study reveals significant limitations in current AI systems, with the best performing system achieving only 55% accuracy in full data-lake scenarios and leading LLMs implementing just 20% of individual data tasks correctly.