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This paper proposes the Mecellem semantic protocol, an ontologically grounded framework for artificial legal intelligence, arguing that legal reasoning requires dynamic, context-dependent meaning construction rather than mere codification or statistical pattern recognition.
ZenLink is an open-source 3-layer semantic protocol that defines an agent-native digital environment with identity, action lifecycle, and sovereign governance, aiming to make autonomous agents first-class citizens of the internet.