Disposable AI: One-Time Neural Networks Built for a Single Task
Artificial intelligence has traditionally been associated with reusable models—large neural networks trained once and deployed repeatedly across multiple applications. However, a new paradigm is emerging: disposable AI, in which neural networks are designed to perform a single task, execute it efficiently, and then be discarded. These single-use AI models are transforming the way industries approach…