KSODI — toward interaction telemetry for AI systems. A structured, non-normative observation model for interaction dynamics (states, coherence, resonance) in human–AI and multi-agent settings. Light: AI literacy & reflection. Standard-Eval/Full: explainable drift observation for governance research. Status: active research, validation ongoing.
ai efficiency observability governance evaluation-metrics resilience energy-efficiency resonance risk-management evaluation-framework drift-detection idas sira user-experience-research hallucinations human-ai-interaction semantic-fields user-experience-enhancement ksodi csoci
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Updated
Jul 4, 2026