Not exactly. Currently (2015-02-09), end-to-end encryption aka protocol 2.0 is enabled between android clients using the latest version. Note: only message contents are e2e encrypted, metadata remains accessible to WhatsApp servers.

Other clients (iOS etc) still use the old WhatsApp protocol, for now.