AI Model Portability: How Developers Can Prepare Software for Vendor Changes
AI systems are evolving quickly. A model provider that looks perfect today may change pricing, update APIs, retire models, introduce new limitations, or become unsuitable for a product tomorrow. AI model portability helps developers design applications that can adapt when AI vendors change without rebuilding the entire system.
The key idea is simple: avoid building your software around one...