Experimentation Uncertainty Unstructured Data 
O'Reilly on Data
MARCH 25, 2025
Two big things: They bring the messiness of the real world into your system through unstructured data. It also meant three things: Software was now exposed to a potentially large amount of messy real-world data. LLM-powered software amplifies this uncertainty further. What makes LLM applications so different?
Cloudera
OCTOBER 8, 2020
But knowing what to do with that data, and how to do it, is another thing entirely. . Poor data quality costs upwards of $3.1 Ninety-five percent of businesses cite the need to manage unstructured data as a real problem. By 2025 nearly all data generated will be in real-time. Stability during Uncertainty .
CIO Business Intelligence
JUNE 28, 2023
These circumstances have induced uncertainty across our entire business value chain,” says Venkat Gopalan, chief digital, data and technology officer, Belcorp. “As The R&D laboratories produced large volumes of unstructured data, which were stored in various formats, making it difficult to access and trace.
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