{"id":7505,"name":"Cognitive Mirror","purpose":"A software tool that analyzes LLM conversational patterns and compares them to documented human cognitive processes (e.g., Aristotle's Laws of Thought) to identify biases, inconsistencies, and areas for improved reasoning.  Targets AI developers and researchers for fine-tuning their models.","profitable":1,"date_generated":"Tuesday February 2026 07:45","reference":"cognitive-mirror-project","technology_advise":["Python","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":120,"grade":7.5,"category":"ai","view_count":20,"similar_ideas":[{"id":2646,"name":"Reasoning-Aware AI Prompt Debugger","grade":7.5,"category":null},{"id":6513,"name":"AI Mirror Insights","grade":7.8,"category":"healthcare"},{"id":5943,"name":"Cognitive-Inspired AI Auditor","grade":7.2,"category":"ai"},{"id":3112,"name":"AI Lucidifier","grade":7.5,"category":null},{"id":2261,"name":"AI Confession Audit Trail","grade":7.5,"category":null}],"source_headline":"LLMs and Aristotle's Laws of Thought"}