AI logical reasoning

Why LLMs Overthink Easy Puzzles but Give Up on Hard Ones

Synthetic intelligence has made exceptional progress, with Giant Language Fashions (LLMs) and their superior counterparts, Giant Reasoning Fashions (LRMs), redefining how machines course of and generate human-like textual content. These fashions can write essays, reply questions, and even clear...

LLMs Are Not Reasoning—They’re Just Really Good at Planning

Giant language fashions (LLMs) like OpenAI’s o3, Google’s Gemini 2.0, and DeepSeek’s R1 have proven outstanding progress in tackling advanced issues, producing human-like textual content, and even writing code with precision. These superior LLMs are sometimes referred as “reasoning...

AlphaGeometry2: The AI That Outperforms Human Olympiad Champions in Geometry

Synthetic intelligence has lengthy been attempting to imitate human-like logical reasoning. Whereas it has made large progress in sample recognition, summary reasoning and symbolic deduction have remained robust challenges for AI. This limitation turns into particularly evident when AI...

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