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NostrAgent demonstrates an auditable prototype substrate for trustworthy agentic systems without centralized trust roots, and evaluates a Python prototype with a mixed-method design.
This position paper proposes that companies deploying agents in sustained operation should rebuild their cognitive substrate, the shared environment agents read as working context, around representations matched to that reasoning surface, isolating schema translation to the action boundary.
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