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Bringing AI to Autonomous Systems -- From Cognition to Collective Intelligence
autonomous systemscollective intelligenceagent architecturetrustworthiness
2609.30291
Builder Relevance
1h ago70%
Abstract
This article highlights the role of autonomous systems in AI development and discusses the integration of connectionist and symbolic AI to address technical challenges.
Reality Card
Core Claim
The paper presents a comprehensive framework for designing and evaluating autonomous systems that integrates cognitive functions and long-term memory.
Method / Result
The framework characterizes agent behavior through a generic architecture that links sensory data with structured memory.
Limitations
There is a substantial gap between the aspirational vision of autonomous multi-agent systems and the current state of the art, which may hinder reproducibility.
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