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#intentionality News & Analysis

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

2 articles
AINeutralarXiv – CS AI · May 275/10
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The Sensation Modulating Network:Haltability as the architectural ground for object-directed phenomenology

This arXiv paper proposes the Sensation Modulating Network (SMN), a theoretical cognitive architecture that attempts to bridge the long-standing divide between cognitivism and embodied cognition approaches. The framework grounds meaning-making in the body's opponent dynamics and hierarchical action patterns, offering a novel perspective on how agents achieve intentional directedness without requiring additional computational modules.

AINeutralarXiv – CS AI · May 96/10
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Intentionality is a Design Decision: Measuring Functional Intentionality for Accountable AI Systems

Researchers propose the Functional Intentionality Test (FIT), a measurement framework for quantifying autonomous, goal-directed behavior in AI systems as a design-contingent property rather than consciousness. The framework enables standardized assessment of intentional-like behavior across five observable dimensions, enabling proportionate oversight and accountability mechanisms for increasingly agentic AI systems.