Lodge: Diffblue uses ensemble of reinforcement learning and LLMs
Mathew Lodge · Diffblue’s AI Testing Paradigm Shift — CEO Mathew Lodge Explains How Code Writes Itself · Oct 25, 2023 · at 8:36
Mathew Lodge, CEO of Diffblue, describes how Diffblue combines reinforcement learning with LLMs to generate software unit tests.
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“Yeah, we, so we use an ensemble approach. So we've got different aspects of the models and we've obviously been playing with large language models to see if we can improve on that process. So some of this is like, how do you make predictions? And you can use large language models to do some of that work. You can have them make some predictions for you about what might a good test look like and so on. So we do use a number of different techniques. It's not purely all about reinforcement learning”
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