Before revision:  In this vision paper, we discuss the roles of CovidSens and identify the potential challenges in implementing reliable social-sensing-based risk alerting systems.
After revision:  In this vision paper, we discuss the roles of CovidSens and identify the potential challenges in developing reliable social sensing based risk alert systems.