机器推理的马克思主义实践哲学审度OA

Based on Marxist practice philosophy,this paper systematically examines the issues of subject attribution,creative boundaries,generative mechanisms,the duality of truth and value in machine reasoning,as well as the prospects for human-machine integration.The study shows that machine reasoning suffers from a creativity gap,as it fails to replicate the totality and value-laden nature of human practice.Its evolution is a process of dialectical sublation involving knowledge-driven,data-driven,and environment-driven approaches.Its truth claims must be validated through both practical and value-based tes-ting,and its future development should be oriented toward human-machine collaboration that enhances the essential power of human,thereby avoiding cognitive alienation.This provides an analytical framework grounded in Marxist practice philosophy for understanding human-machine cognitive relations in the intelligent age.