Specification to Test using Generative Artificial Intelligence

An apparatus, comprising:

• a memory;
• a network interface;
• and
• at least one processor in communication with the memory and network interface, wherein the at least one processor is configured to execute a Generative Artificial Intelligence (AI) model, wherein the Generative AI model is trained via machine learning to:
• receive, as input, a device under test (DUT) specification for a DUT and test resources of a test system;
• generate test requirements based on the DUT specification and the test resources of the test system;
• and
• generate a test design, wherein the test design includes at least a test hardware specification.

A computer system, comprising:

• a memory;
• at least one network interface;
• at least one display;
• and
• at least one processor in communication with the memory, the at least one network interface, and the at least one display and configured to:
• receive, as input to a large language model (LLM), a device under test (DUT) specification for a DUT and test resources of a test system;
• generate, via the LLM, test requirements based on the DUT specification and the test resources of the test system;
• and
• generate, via the LLM, a test design, wherein the test design includes at least a test hardware specification.