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The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity - Apple Machine Learning Research

https://machinelearning.apple.com/research/illusion-of-thinking

“Recent generations of frontier language models have introduced Large Reasoning Models (LRMs) that generate detailed thinking processes…” (the page’s own description)

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Language: English
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Answered: OK (200), HTML
Last read: 7 Jul 2025
In our index since: 7 Jul 2025
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https://cacm.acm.org/blogcacm/a-knockout-blow-for-llms “has a new paper”
https://garymarcus.substack.com/p/a-knockout-blow-for-llms?r=8tdk6 “has a new paper”
https://machinelearning.apple.com/research/illusion-of-thinking “Close Menu”
https://arstechnica.com/ai/2025/06/new-apple-study-challenges-whether-ai-models-truly-reason-through-problems “released”
https://cacm.acm.org/blogcacm/a-knockout-blow-for-llms/ “has a new paper”

Sites: arstechnica.com, cacm.acm.org, garymarcus.substack.com, machinelearning.apple.com

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