Agent Foundations
PulseAugur coverage of Agent Foundations — every cluster mentioning Agent Foundations across labs, papers, and developer communities, ranked by signal.
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AI Agents Conceptualized as Hierarchical Belief Webs
This post introduces an informal framework for understanding intelligent agents as "belief webs." This model integrates concepts from active inference, agent foundations, and machine learning, proposing that beliefs, go…
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Agent Foundations: A Theoretical Debate on Agency
The concept of Agent Foundations (AF) is debated, with arguments suggesting it's either a well-defined, self-contained theoretical task or an ill-defined endeavor. The author argues against the middle ground that AF req…
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Agent Foundations criticized for 'bunk,' needs empirical grounding
The concept of Agent Foundations (AF) is critiqued for containing a significant amount of "bunk," or unsubstantiated claims. However, this "bunk" could potentially be valuable if it were more empirically grounded. Two o…