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Explore the integration of AI in Security Operations Centers (SOCs) through this insightful conference talk. Delve into the challenges and opportunities of implementing AI models to address critical SOC issues, focusing on threat abstraction and correlation. Gain valuable insights to enhance your ability to evaluate AI solutions, distinguish between hype and reality, assess integration risks, and prepare your SOC for AI implementation. Learn from the experiences of experimenting with AI in security operations, understanding both the advantages and limitations of this technology in the cybersecurity landscape.