InfluxDB's CLI can be configured to return human-readable timestamps by specifying the `rfc3339` precision when connecting to the CLI, either at the start or after establishing a connection. This allows for more readable and understandable timestamp formats in InfluxDB's command-line interface. The `rfc3339` precision is available as an option, providing a standardized format for representing timestamps in human-readable form.