Your Microsoft account must be connected to Jira and the Outlook Calendar integration must be enabled.
You can refresh the list of linked events to ensure their information is up-to-date.
To do so, click the 🗘Refresh button.
Refreshing your browser window will refresh the whole Jira work item, including the Microsoft Outlook content.