From Fast Thinking to Deliberate Reasoning: An Analysis of System 2 Cognition in Advanced AI Models

The Cognitive Blueprint: Kahneman’s Dual Process Theory of Mind The discourse surrounding advanced artificial intelligence has increasingly adopted a powerful explanatory framework from cognitive psychology: the dual-process theory of mind, Read More …

From Linear Chains to Deliberate Exploration: A Comprehensive Analysis of Chain-of-Thought (CoT) and Tree-of-Thought Reasoning in Large Language Models

Section 1: Introduction: The Quest for Deliberate Reasoning in Language Models 1.1 The Limitations of Autoregressive Generation for Complex Problems Large Language Models (LLMs) have demonstrated remarkable capabilities in generating Read More …

From Linear Chains to Deliberate Exploration: A Comprehensive Analysis of Chain-of-Thought (CoT)and Tree-of-Thought Reasoning in Large Language Models

Section 1: Introduction: The Quest for Deliberate Reasoning in Language Models 1.1 The Limitations of Autoregressive Generation for Complex Problems Large Language Models (LLMs) have demonstrated remarkable capabilities in generating Read More …