Use of Large Language Models (LLMs) in Automotive Test Engineering
Large language models (LLMs) trained on AUTOSAR specifications can be used to generate test cases for AUTOSAR systems. AUTOSAR is a set of software standards for automotive embedded systems. It provides a common framework for the development of automotive software, which makes it easier to test and maintain. LLMs can be used to generate test cases by understanding the AUTOSAR specification and generating code that exercises the different features of the specification. This can be done by using the LLM to generate sequences of input and expected output values for the different functions and services defined in the specification. LLMs can also be used to generate test cases that are more complex and challenging than those that can be generated manually. For example, LLMs can be used to generate test cases that explore the boundaries of the AUTOSAR specification or that test for specific error conditions. The use of LLMs for test case generation can help to improve the quality and covera...