So, with 10K samples it can parse semi-arbitrary data presented in a natural language, semi-arbitrary questions in a natural language and give natural-language

So, with 10K samples it can parse semi-arbitrary data presented in a natural language, semi-arbitrary questions in a natural language and give natural-language answers? Am I missing something? This sound so much more powerful than anything else I've read about that I'm suspicious.