In his 1997's book, The Mystery of Consciousness, Searle presents a new type of argument to explain his famous "Chinese Room Argument." This argument is originally appeared in 1980 and has been discussed for more than 20 years. However, whether the argument is persuasive or nor may still be a controversial problem. The new argument gives a clearer way to present Searle's idea. In this paper, I analyze this argument and point out that it is either invalid or problematic. The crux is that Searle does riot distinguish the differences between natural languages and computer languages when he uses the concepts syntax and semantics. If Searle use the concepts to refer to both in his argument, the argument commits a fallacy of ambiguity. However, if we explain his argument in a way of avoiding the fallacy, it becomes unpersuasive.