Regarding the substance of your concerns, we have reviewed the points you raised. Our Head of Training and the Development Team maintain that the training resources we provide, including the extensive question bank and the 36 DVSA-authored CGI hazard clips, remain appropriate and representative of the official test. That said, your observations about the lower representation of certain topics such as Publications and Instructional Techniques in the question bank have been noted. We are currently reviewing the content coverage to ensure all critical areas are proportionately supported. Your feedback in this area is helpful, and we appreciate it. On the topic of hazard perception, while our previous direct response to you remains valid, including our guidance around avoiding rhythmic clicking, we understand that your experience during the test highlighted a potential gap between training and exam conditions. We will pass this on to our content team to consider whether improvements can be made to better support candidates in understanding DVSA’s scoring logic and approach. We do encourage all candidates to use our resources in conjunction with the full range of DVSA-recommended reading, as success in the test depends on a solid grasp of the underlying knowledge as well as practice. Thank you again for raising these concerns in such a thoughtful and detailed way. While we may not agree on every point, your feedback is valued and has been reviewed carefully.