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What is AI alignment?

AI alignment refers to the challenge of ensuring that AI systems act in accordance with human intentions and values. Research in AI alignment seeks to prevent AI from taking actions that could be harmful or misaligned with societal goals.

Data analysis for fraud detection
Data analysis for fraud detection is the application of analytical techniques, including machine learning and statistical modeling, to identify fraudulent activities in financial transactions, insurance claims, and cybersecurity. It detects anomalies, suspicious behavior, and risk patterns to prevent fraud and minimize financial losses.
Data Lake
Data lake refers to a centralized repository that stores structured, semi-structured, and unstructured data at any scale. It enables organizations to perform advanced analytics, machine learning, and big data processing while maintaining raw data integrity.
Data platform
A data platform is an integrated system that manages, processes, and analyzes structured and unstructured data. It facilitates secure data storage, retrieval, and analytics to support AI, business intelligence, and big data applications.