The relationship between philosophy and science in contemporary times is closer than ever. From the methodology perspective

scientific and philosophical research has a clear sequential relationship. It is highlighted in the following aspects: 1. the methodology of scientific research

including theoretical assumptions and data modeling

parallels with apparent similarities in conceptual analysis and logical deduction in philosophy;2. consistency of analytical argumentation methods in scientific research and philosophical research;3. naturalism is currently a research approach that both scientific and philosophical research adopt. There has been a significant dispute over the relationship between philosophy and science among contemporary philosophers. This dispute focuses on the impact of scientific development on philosophy research. Nowadays

no one would deny the existence of this impact

but there is no consensus on the impact's nature

scope

and role. Wittgenstein's conception of certainty can provide valuable insights to understand the relationship between philosophy and science. In addition

we conclude the pragmatic turn in cognitive science because we misinterpret the cognitive scientists' emphasis on action as a practical claim and interpret the cognitive scientists' views with pragmatism. The theoretical analysis and research suggestions philosophers provide are becoming essential focuses in contemporary artificial intelligence research

including the interpretability of computer technology

the ethical norms of artificial intelligence technology

and the possible conception of human beings in the future. The interdisciplinary study of science and philosophy will achieve more significant development. In sum

understanding the nature of philosophy can be given a new explanation from a future perspective. The future outlook here refers to the starting point from possible world scenarios that can be conceived and traced back to all the facts happening in the present world

thereby giving an appropriate explanation to the real world.