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LLM Capsule Context-preserving data layer for AI DTS AI-ready data transformation engine
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LLM Capsule named runner-up in the Deutsche Telekom & T-Mobile US global innovation program.

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Building the missing layer for enterprise AI. CUBIG is building the operational data layer that helps enterprises turn sensitive, fragmented, and unusable data into AI-ready, operable data.

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Glossary

What is Test data?

Test data refers to datasets used to evaluate the performance and accuracy of machine learning models. It is separate from training data and ensures that AI systems generalize well to new, unseen data.

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Related Glossaries

  • National data protection authority A national data protection authority (DPA) is a regulatory body responsible for enforcing data privacy laws, investigating violations, and ensuring compliance with national and international data protection frameworks, such as GDPR and CCPA.
  • Vector Database A Vector Database is a specialized database designed to store and search high-dimensional vector representations of data, commonly used in AI applications such as recommendation systems, image retrieval, and natural language processing.
  • Soft privacy technologies Soft privacy technologies are methods that focus on controlling data access and minimizing exposure rather than completely anonymizing information. These include access control, consent management, and privacy-enhancing user interfaces.
  • Unusable Data Unusable Data refers to data that exists but cannot be directly used for AI because it is incomplete, biased, structurally inconsistent, poorly formatted, or lacking in sufficient rare or edge cases. The core issue is not data absence, but the…
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CUBIG LTD (United Kingdom)
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