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This lecture by the instructor covers the fundamentals of quantum sensing with single spins, including quantum phase estimation algorithms, basic scaling laws, and quantum interference for phase measurement. It also explores the challenges and strategies for enhancing sensitivity and overcoming environmental noise in quantum sensing.