Steve Faulkner discusses the concept of serverless architecture in JavaScript, emphasizing its advantages and disadvantages in scalability and cost-effectiveness. He critiques common misconceptions about serverless, stressing that it still involves servers but abstracts them for efficiency, allowing for cost savings by paying only for the compute time used. The document also touches on deployment challenges, operational costs, and tools available for serverless applications.