The pattern matters more than the exam codes. Both vendors concluded that credentials built around training models from scratch no longer reflect how enterprises actually work. Most teams now consume foundation models through managed services and spend their effort on integration, retrieval, evaluation, security and agents. The new exams test exactly that.
There are two practical lessons. First, the shelf life of an AI credential is now measured in quarters, not years. Anyone who began preparing for AI-102 or the ML Specialty after reading articles like mine had to rush or start over. Second, many job descriptions and HR requirement lists still name retired exams. A posting that asks for AI-102 is describing a skill set, not a credential anyone can still obtain.
Two new categories worth watching
Model vendor certifications
In the spring, the major AI credentials came from cloud platforms, academic programs and professional bodies. That changed on March 12, 2026, when Anthropic launched its Claude Certified Architect, Foundations exam alongside a Claude Partner Network backed by a $100 million investment. In July the company expanded the program to four role-based credentials covering everyday users, developers and two levels of architects, and reported more than 36,000 consultants certified across more than 1,300 organizations. List prices run from $99 to $175.