concept

human reasoning

Also known as: human reasoning processes, human-like reasoning

Facts (12)

Sources

The Synergy of Symbolic and Connectionist AI in LLM-Empowered ... arxiv.org arXiv Jul 11, 2024 3 facts

claimPrompting large language models with instructions such as 'let’s think step by step' allows the models to analogize human reasoning processes, which enhances their structured reasoning skills and enables them to exhibit logical and mathematical reasoning.

claimLLM-empowered agents (LAAs) demonstrate unique advantages over Knowledge Graphs (KGs) by analogizing human reasoning with agentic workflows and various prompting techniques, scaling effectively on large datasets, adapting to in-context samples, and leveraging the emergent abilities of Large Language Models.

claimAllen Newell and Herbert A. Simon created the Logic Theorist in 1956, a system that gained prominence for symbolic AI by using high-level knowledge representations and symbolic manipulation to mimic human reasoning.

Naturalized Epistemology - Stanford Encyclopedia of Philosophy plato.stanford.edu Stanford Encyclopedia of Philosophy Jul 5, 2001 2 facts

claimAdvocates of naturalized epistemology argue that epistemologists must utilize results from sciences that study human reasoning to pursue epistemological questions.

claimCooperative Naturalism is a philosophical view which holds that while evaluative questions exist in epistemology, empirical results from psychology concerning how humans think and reason are essential or useful for making progress in addressing those questions.

Neuro-Symbolic AI: Explainability, Challenges, and Future Trends arxiv.org arXiv Nov 7, 2024 2 facts

claimNot all human reasoning processes can be attributed to probability.

referenceJohn P Coetzee, Micah A Johnson, Youngzie Lee, Allan D Wu, Marco Iacoboni, and Martin M Monti published research in Brain Sciences in 2022 that dissociates language and thought in human reasoning.

Evolutionary Psychology | Internet Encyclopedia of Philosophy iep.utm.edu Internet Encyclopedia of Philosophy 1 fact

referenceLeda Cosmides published 'The Logic of Social Exchange: Has Natural Selection Shaped how Humans Reason? Studies with the Wason Selection Task' in 1989, which argues that natural selection has shaped human reasoning, particularly in social exchange contexts.

Exploring the roles of large language models in reshaping ... sciencedirect.com ScienceDirect 1 fact

claimLarge Language Models function to bridge fragmented data pipelines, enhance predictive analytics, and simulate human-like reasoning.

Naturalized epistemology and cognitive science | Intro to... - Fiveable fiveable.me Fiveable 1 fact

claimEvolutionary epistemology explores how evolutionary processes influence human reasoning and knowledge-gathering abilities.

Naturalized epistemology - Wikipedia en.wikipedia.org Wikipedia 1 fact

claimCooperative naturalism is a version of naturalized epistemology that asserts that empirical results from psychology regarding human reasoning are essential for addressing evaluative questions in epistemology.

The Synergy of Symbolic and Connectionist AI in LLM ... arxiv.org arXiv 1 fact

claimLAAs use extensive pre-training on vast textual corpora to acquire broad knowledge and perform human reasoning tasks by generating contextually appropriate text.