Axel Wennström developed enhanced reasoning capabilities for the UKGovernmentBEIS/inspect_ai repository by implementing support for minimal and medium reasoning levels in the Gemini 3 Flash model. Using Python and leveraging his expertise in AI development and machine learning, Axel integrated these new reasoning levels to enable more nuanced and automated inspection workflows. The work involved expanding the model’s decision-making abilities, laying the foundation for future capability growth within the system. Although the contribution focused on a single feature over one month, it demonstrated depth in technical implementation and positioned the repository for broader deployment and more sophisticated inspection processes going forward.