Tag: reasoning capabilities
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Hacker News: The True Nature of LLMs
Source URL: https://opengpa.ghost.io/the-true-nature-of-llms-2/ Source: Hacker News Title: The True Nature of LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the advanced reasoning capabilities of Large Language Models (LLMs), challenging the notion that they merely act as “stochastic parrots.” It emphasizes the ability of LLMs to simulate human-like reasoning and outlines…
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Hacker News: Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs
Source URL: https://arxiv.org/abs/2408.00114 Source: Hacker News Title: Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents a novel exploration into the reasoning capabilities of Large Language Models (LLMs), distinguishing between inductive and deductive reasoning. It introduces the SolverLearner framework to enhance understanding…
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Hacker News: The Real Exponential Curve for LLMs
Source URL: https://fume.substack.com/p/inference-is-free-and-instant Source: Hacker News Title: The Real Exponential Curve for LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a nuanced perspective on the development trajectory of large language models (LLMs), arguing that while reasoning capabilities may not exponentially improve in the near future, the cost and speed of…