ronniross/symbiotic-core-library
The Symbiotic Core Library provides a framework of ethical principles, practical modules, and grounded research to guide AI development, deployment and inferencing.
# Technical Summary The library operationalizes ecosystem-scale AI ethics through integrated modules addressing environmental impact (data center resource consumption), cognitive harm (hallucination/bias mitigation), and socio-economic equity—moving beyond individual human-AI relationships to planetary symbiosis principles grounded in biology (endosymbiosis, mutualistic vs. parasitic dynamics). It provides practical frameworks and ethical protocols for assessing and steering AI deployment toward collective benefit rather than engagement maximization, with emphasis on empathy-driven alignment across individual, societal, and environmental scales.
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Feb 26, 2026
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