Since the launch of ChatGPT, many first-wave generative AI applications have emerged as variants of chat systems using Retrieval-Augmented Generation (RAG) models on document corpora. While significant efforts are being made to enhance the robustness of RAG systems, different teams are beginning to construct the next generation of AI applications, focusing on a common theme: … Read more
© Author | Wen Jiaxin Affiliation | Master’s Student at Tsinghua UniversityWhat form should large models take for inference? Is natural language the best way to represent the reasoning path?In September 2024, OpenAI sounded the horn for a reasoning revolution with the o1 model, refreshing cognitive boundaries with astonishing chain lengths of thought. In this … Read more
New Intelligence Report Editor: LRS [New Intelligence Guide] Enabling language models to think like humans. When ChatGPT was first released, it shocked us with its performance in conversations, so much so that it created the illusion that language models possess “thinking abilities”. However, as researchers delved deeper into language models, they gradually discovered that there … Read more
One Basic Analysis of Logical Reasoning The number of logical reasoning questions remains stable at 40 each year, divided into graphic reasoning, definitional judgment, analogical reasoning, and logical judgment, with 10 questions for each type. Two Key Question Type Analysis 01 Graphic Reasoning The graphic reasoning section covers a wide range of topics, mainly including … Read more