They work by running at very low power factor -- probably worse than the old standby of a series dropping capacitor. As a result, they aren't scalable, only reasonable for very small loads like night lights, monitoring/home automation stuff (PIR, X10, etc.).
Definitely not like bench supply material, or phone charging (needs isolation), or even lighting LEDs (needs too much power).
Tim