Optimize a core kernel for throughput
Company: Anthropic
Role: Software Engineer
Category: Software Engineering Fundamentals
Difficulty: hard
Interview Round: Onsite
Quick Answer: This question evaluates low-level performance optimization competencies, including loop transformations, memory-access patterns, vectorization, parallelism, operator fusion, and minimizing allocations while preserving identical output semantics.