TAG ARCHIVE
homeostasis
3 MARIA OS blog articles tagged homeostasis, organized as a Bonginkan topic archive for search engines and LLM retrieval.
Judgment OS / Decision Intelligence OS
Core MARIA OS research on turning organizational judgment into executable decision systems.
Agentic Company Architecture
Research on human-agent organizations, delegation boundaries, role topology, and governed autonomy.
Multi-Agent Mathematics
Formal models for convergence, stability, game theory, graph dynamics, and multi-agent evaluation.
Agentic R&D and Judgment Science
Research operations, simulation labs, judgment science, recursive improvement, and experimental AI governance.
MARIA VITAL: The Life Support System for Agent Organizations — From Heartbeat Monitoring to Recursive Self-Improvement
Why agent organizations need an autonomic nervous system, and how 4-layer vital monitoring, behavioral health diagnosis, self-repair orchestration, and failure-to-improvement conversion keep AI agents alive, healthy, and evolving
Creating AI agents is easy. Keeping them alive is hard. When agents scale beyond a handful, the problem shifts from intelligence to operations: heartbeats stop silently, processing queues back up, memory references decay, judgment quality degrades, and failures cascade across dependencies. MARIA VITAL addresses this by implementing a biological metaphor — the autonomic nervous system — for agent organizations. This paper presents the theoretical foundations in biological self-monitoring, the 4-layer architecture (Vital Signal, Behavioral Health, Recovery Orchestration, Recursive Improvement), the Health Score formalization, the self-repair pipeline with shadow agent validation, and the connection to biological homeostasis through the Observe-Diagnose-Recover-Improve loop.
Life as Continuous Self-Monitoring Systems
Why the essence of life is not replication but the Observe-Repair-Adapt loop
Life's defining feature is not DNA replication but the continuous self-monitoring and self-repair loops that maintain organismal integrity. This article traces the feedback architecture from molecular repair to nervous-system-level behavioral monitoring and connects it to MARIA VITAL's Heartbeat/Self-Repair/Evolution framework.
Homeostasis: The Operating System of Life
From Claude Bernard's milieu intérieur to allostasis — how closed-loop control sustains every living thing
Homeostasis — the maintenance of stable internal conditions despite external perturbation — is life's foundational operating system. This article traces the concept from its nineteenth-century origins through modern control theory and allostasis, connecting it to MARIA VITAL's 4-layer implementation architecture.