There is a close relationship between philosophy and science, with both interacting and promoting each other. The specific manifestations are as follows: in terms of methodology, they learn from each other. Philosophy provides methodological guidance for science, while science offers empirical research methods for philosophy. In the pursuit of truth, both are committed to revealing the nature and laws of the natural world and human society. They inspire each other; the development of science often triggers philosophical reflection and debate, and philosophical theories can also provide new ideas and directions for scientific research. Both require the use of logical reasoning and critical thinking. Philosophy can define the boundaries and scope of science and explore some fundamental questions that science cannot answer. Historically, philosophy once encompassed many fields of modern science. They promote and push each other's development and progress. Although there are differences, their goals are related, all aimed at enhancing human understanding and knowledge of the world. Science is dedicated to solving specific empirical problems, while philosophy focuses on broader concepts and principles. They share some concepts and language, influencing and shaping each other. Philosophy and science are interconnected, complementary, and jointly advance human understanding and exploration of the world. If one wishes to achieve something, they must focus on one or the other, and if their levels are comparable, a clear choice must be made—fish and bear's paw cannot be obtained simultaneously! $OGV $CAKE5L $ANY