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#epistemic-ai News & Analysis

2 articles tagged with #epistemic-ai. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Mar 56/10
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The Empty Quadrant: AI Teammates for Embodied Field Learning

Researchers propose Field Atlas, a new AI framework that moves beyond traditional screen-based learning to create AI teammates for embodied field learning in physical spaces. The framework uses Socratic questioning rather than direct answers and tracks learning through continuous trajectories in physical-epistemic space, offering a paradigm shift from instruction-based to sensemaking-based AI education.

AINeutralarXiv – CS AI · Apr 146/10
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Retrieval Is Not Enough: Why Organizational AI Needs Epistemic Infrastructure

Researchers present OIDA, a framework that adds epistemic structure to organizational knowledge systems by tracking commitment strength, contradiction status, and gaps in understanding. The framework introduces a QUESTION primitive that surfaces organizational ignorance with increasing urgency, addressing a capability absent from current retrieval-augmented generation (RAG) systems.