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Tag: AI Research

Apple’s “Illusion of Thinking”: A Critical Analysis of Large Reasoning Models and Their Limitations

Apple’s “Illusion of Thinking”: A Critical Analysis of Large Reasoning Models and Their Limitations

Apple’s “Illusion of Thinking”: A Critical Analysis of Large Reasoning Models and Their Limitations Apple’s recent research paper, “The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity,” offers a compelling analysis of large reasoning models (LRMs). This 30-page study challenges the prevailing narrative surrounding the advanced “thinking” capabilities often attributed to these models, prompting a re-evaluation of their true potential and limitations. The research focuses on evaluating the performance of LRMs,…

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AI’s “Thinking” Problem: Why Even Smart AI Stumbles on Complex Tasks

AI’s “Thinking” Problem: Why Even Smart AI Stumbles on Complex Tasks

AI’s “Thinking” Problem: Why Even Smart AI Stumbles on Complex Tasks Hey friend, you know how everyone’s buzzing about AI’s amazing reasoning abilities? Well, Apple researchers just dropped a bombshell. Their new paper reveals a surprising weakness in these supposedly super-smart AI models. They tested some of the most popular “large reasoning models” (LRMs) – think the AI that’s supposed to solve complex problems logically, not just chat – against simpler “large language models” (LLMs), like the ones that excel…

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Apple Study Unveils Limitations of Large Language Model Reasoning: A Critical Analysis

Apple Study Unveils Limitations of Large Language Model Reasoning: A Critical Analysis

Apple Study Unveils Limitations of Large Language Model Reasoning: A Critical Analysis A recent study by Apple researchers challenges the prevailing narrative surrounding the reasoning capabilities of large language models (LLMs). The research, titled “The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity,” rigorously investigates the performance of simulated reasoning (SR) models, including prominent examples like OpenAI’s o1ando3, DeepSeek-R1, and Claude 3.7 Sonnet Thinking, on classic puzzle-solving tasks. The study employs…

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