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#machine-reasoning News & Analysis

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

2 articles
AIBullisharXiv – CS AI · Mar 36/109
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The Observer-Situation Lattice: A Unified Formal Basis for Perspective-Aware Cognition

Researchers introduce the Observer-Situation Lattice (OSL), a unified mathematical framework for autonomous agents to reason about multiple perspectives in complex environments. The system addresses limitations in current AI approaches by providing a single coherent structure for belief management and Theory of Mind reasoning.

AINeutralarXiv – CS AI · Mar 94/10
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Aggregative Semantics for Quantitative Bipolar Argumentation Frameworks

Researchers introduce a new family of gradual semantics called aggregative semantics for Quantitative Bipolar Argumentation Frameworks (QBAF) in AI systems. The approach uses a three-stage computation that separately aggregates attackers and supporters before combining them with argument weights, providing more interpretable and parametrisable AI reasoning systems.