Embedding learning dynamics directly into hardware raises questions about agency . If a device can and re‑program its own Hamiltonian without external instruction, does it acquire a minimal form of autonomous agency ? While NHDTA‑793 lacks consciousness, its capacity for self‑modifying computation blurs the line between tool and adaptive system . Ethical frameworks for AI will need to incorporate hardware‑level autonomy as a distinct dimension.
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