Reasoning

“stochastic parrots” to AI models winning math contests? While there may be definitely doubt that LLMs are truly PhD-level thinkers as advertised, the progress in complex reasoning situations is undeniable. A popular trick has...

Paper link: https://arxiv.org/abs/2412.06769 Released: ninth of December 2024 a high concentrate on LLMs with reasoning capabilities, and for a great reason. Reasoning enhances the LLMs’ power to tackle complex issues, fosters stronger generalization, and introduces...

For all their impressive capabilities, large language models (LLMs) often fall short...

Apple has already developed a wide range of large language models (LLMs), and it is thought that it includes an inference model that's similar to the performance of 'O3' of Open AI. Nonetheless, it...

Microsoft's recent release of Phi-4-reasoning challenges a key assumption in constructing artificial intelligence systems able to reasoning. Because the introduction of chain-of-thought reasoning in 2022, researchers believed that advanced reasoning required very large language...

As artificial intelligence (AI) is widely utilized in areas like healthcare and self-driving cars, the query of how much we are able to trust it becomes more critical. One method, called chain-of-thought (CoT) reasoning,...

Artificial Intelligence (AI) has grown remarkably, moving beyond basic tasks like generating text and pictures to systems that may reason, plan, and make decisions. As AI continues to evolve, the demand for models that...

While DeepSeek-R1 has significantly advanced AI’s capabilities in informal reasoning, formal mathematical reasoning has remained a difficult task for AI. That is primarily because producing verifiable mathematical proof requires each deep conceptual understanding and...