@luuu

#dailychallenge CoT - Chain-of-Thought (CoT) is a reasoning technique where a model breaks down complex problems into intermediate steps before arriving at a final answer. - In an easy way, thinking step by step, not deriving answers directly. - This enhances reasoning capabilities in large language models (LLMs), especially for multi-step problems. - ChatGPT o1 and o3 use this, and DeepSeek R1 also uses this methodology. - This makes the model to - improve logical reasoning and problem-solving skills - Help with mathematical, coding, and reasoning-based tasks - enhances interpretability by showing intermediate steps reasoning - Recent trend is not to train, but to reason - A reasoning framework where a model decomposes complex tasks into a logical sequence of intermediate steps before reaching a conclusion. - This enhances the model’s ability to solve problems that require multi-step thinking rather than direct retrieval

0 reply

0 recast

3 reactions