While the iOS Calendar is now "dynamic," and features the current date rather than July 17, the Mac app icon, and calendar emoji in iOS keeps the July 17 date.

We’re seeing the date in Today rolled out with version 2023.36.1.x of Google Calendar for Android. If it’s not yet live on your device, Force stop from App info.