Westerns are accustomed to look upon everything from a "dichotomy" and "dualistic" point of view, and the drawbacks emerged early. Influenced by the Cartesian dualism of mind and matter, contemporary scientists considered arbitrarily that if a phenomenon has "psychological implication", it does absolutely not "physically exit"; if a phenomenon "exits physically, it has no "psychological implication". The presence of extrasensory perception, psychokinesis and quantum phenomena trigger our doubts in a dichotomy between "subjective" and "objective"; a dichotomy between "illusive" and "real" is doubtful; a dichotomy between "spirit" and "substance" is doubtful; a dichotomy between "psychology" and "material" is doubtful; a dichotomy between "idealism" and "materialism" is doubtful; a dichotomy between "determinism"(Newtonian mechanics)and "non-determinism"(quantum mechanics)is doubtful; a dichotomy between "micro-world" and "macro-world" is doubtful. A problem may not be really a difficulty, just something wrong with our framework of theories on looking upon everything. Humans are often struck in a "knowledge barrier" and "text barrier" unknowingly. If we think beyond the western rigid mode, and no longer hold a view of the "dichotomy" or "binary opposition" to treat them, perhaps, the scientific revolution, philosophical revolution and religious revolution may happen quickly. By then, we will be able to understand the rationale of extrasensory perception, psychokinesis, supernatural phenomenon, religious miracles, qigong, yoga, acupuncture, homeopathy, cranial nerve plasticity and quantum phenomena. The scientific truth, philosophical truth and religious truth will eventually be able to be connected.