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In the competitive world of big tech interviews, two names have become synonymous with system design preparation: and his bestselling System Design Interview series. While his first two volumes focused on general software architecture (URL shorteners, chat systems, video streaming), the industry's tectonic shift toward Artificial Intelligence has created a new, terrifying hurdle for engineers: The ML System Design Interview.