Even if this device (presumably with known vulnerabilities) isn't directly reachable via the Internet, could the device be bumped off the WiFi and onto an impersonating AP, where the device can be taken over?

The photo on the retail box has a tablet camera hole. Does this particular unit have a camera and mic, placed in a living area?