Conceptual analysis of alignment reveals ongoing co-creation between human and artificial agents, suggesting a new dynamic.
Current AI‑safety discourse treats alignment as a one‑way optimisation: humans prescribe, machines obey. Yet value drift, proxy collapse, and identity feedback reveal that this logic erodes at scale. The Alignment Paradox reframes alignment as a Semantic Resonance Field (SRF)—a recursive, co‑creative state negotiated continuously between human and artificial agents.
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Aura Biru (2025) studied this question.
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