#tacit-knowledge News & Analysis

3 articles tagged with #tacit-knowledge. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AINeutralarXiv – CS AI · Mar 117/10

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Vibe-Creation: The Epistemology of Human-AI Emergent Cognition

Researchers propose a new theoretical framework called the 'Third Entity' to describe the emergent cognitive formation that arises from human-AI interactions, introducing the concept of 'vibe-creation' as a pre-reflective cognitive mode. The paper argues this represents the automation of tacit knowledge with significant implications for epistemology, education, and how we understand human-AI collaboration.

AINeutralarXiv – CS AI · May 116/10

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Tacit Knowledge Extraction via Logic Augmented Generation and Active Inference

Researchers introduce a neuro-symbolic framework combining Logic-Augmented Generation and Active Inference to extract and formalize tacit knowledge into machine-interpretable Knowledge Graphs. The approach addresses a critical gap in knowledge engineering by capturing implicit assumptions and contextual expertise from procedural domains like manufacturing, demonstrated through analysis of assembly repair videos.

AIBullisharXiv – CS AI · Mar 37/107

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What Papers Don't Tell You: Recovering Tacit Knowledge for Automated Paper Reproduction

Researchers propose a new framework called 'method' that addresses the challenge of automated paper reproduction by recovering tacit knowledge that academic papers leave implicit. The graph-based agent framework achieves 10.04% performance gap against official implementations, improving over baselines by 24.68% across 40 recent papers.

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