👉 Without computing refers to a computing paradigm that eliminates the need for traditional, resource-intensive computations by leveraging alternative approaches such as probabilistic reasoning, symbolic manipulation, or domain-specific knowledge to solve problems. This paradigm focuses on reasoning and inference rather than executing complex numerical calculations, making it particularly useful for tasks where direct computation is impractical or inefficient, such as in natural language processing, automated theorem proving, and certain AI applications. By avoiding the heavy lifting of computation, without computing aims to enhance efficiency, reduce resource demands, and enable problem-solving in domains where conventional methods fall short.
