Scaling Laws

Scaling laws refer to the mathematical principles that govern how complex systems, such as artificial intelligence models and computer networks, change and behave as their size or complexity increases. Understanding scaling laws is crucial for researchers and developers in the tech community, as they help predict performance, identify potential bottlenecks, and inform design decisions to optimize system efficiency and scalability, ultimately driving advancements in areas like AI, cloud computing, and distributed systems.