Thanks to the significant achievement in IoT, artificial intelligence, and other computer technologies, we envision big changes in our everyday lives in the near future. However, before we accept such a new world, we should ensure that having intelligence around us is not harmful to human lives. Here, we focus on dark sides of technological achievement that would harm to our future, and share some technical insights on safety supports for reliable intelligent environments.