Local storage provides advantages over cookies for storing data in modern browsers. It allows storing data as objects rather than strings, does not have expiration limits like cookies, and works across subdomains. However, local storage still has limitations like storing all values as strings and limited storage size. To address these limitations, developers can create their own storage methods by wrapping the local storage API.