All trademarks, service marks, and registered trademarks mentioned throughout this study guide are the property of their respective owners. References to organizations, agencies, or examination programs, including the New York State Department of Motor Vehicles, the Federal Motor Carrier Safety Administration, and any other named entity, are used strictly for identification and educational purposes. This guide is not produced, reviewed, approved, or endorsed by any of the aforementioned organizations or agencies. Any use of names, logos, or terminology associated with such organizations does not imply sponsorship, partnership, or official affiliation of any kind. Readers should verify current examination requirements directly with the New York State Department of Motor Vehicles, as regulations and procedures are subject to change.