A Symbolic “Mind Reader” in Prolog- A Socratic and Computational Analysis of a Transparent Reasoning System

This paper analyses the “Mind Reader” repository, a Prolog-based system designed to simulate aspects of thought inference through symbolic reasoning and structured transformations. The repository implements reasoning workflows using files such as mindreadingcaw pl, mindreadtestsec pl, and mindreadtestsecthoughts pl, integrating dictionary-based mappings, recursive evaluation, and execution tracing. The contribution of this paper is a formal reconstruction of the system as a symbolic reasoning engine, along with a Socratic critique evaluating its assumptions, correctness, and computational properties. The analysis shows that the system achieves transparency and extensibility but relies heavily on heuristic mappings and lacks formal guarantees of semantic validity. These findings highlight both the promise and limitations of symbolic approaches to modelling cognition and reasoning.