AI RESEARCH
Do Biological Structural Guarantees Earn Their Complexity?
arXiv CS.AI
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ArXi:2605.15225v1 Announce Type: cross Biologically-inspired AI agent frameworks claim reliability benefits through structural guarantees adapted from gene regulatory networks, immune systems, and metabolic control. These claims are rarely tested empirically against simpler alternatives.