Eliciting Reasoning in Language Models with Cognitive Tools

arXiv — cs.CLFriday, November 21, 2025 at 5:00:00 AM
  • OpenAI's recent advancements in reasoning models, particularly the o1 model, have generated significant interest in the AI community regarding the underlying mechanisms of reasoning in closed models. DeepSeek
  • This development is crucial for OpenAI as it seeks to enhance the capabilities of its models, ensuring they can perform complex reasoning tasks effectively, which is essential for applications in various fields.
  • The ongoing exploration of cognitive tools and alternative reasoning methods highlights a broader trend in AI research, where understanding the cognitive processes behind reasoning can lead to more robust and versatile AI systems, addressing challenges such as overthinking and hallucinations in LLMs.
— via World Pulse Now AI Editorial System

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