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ai-native-engineering

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Runnable reference implementation of execution finality for AI-native 5G/6G, IMT-2030, AI-RAN and O-RAN. Covers Candidate Acts, PED validation, evidence-before-authority, scoped non-bearer capabilities, Finality Sink verification, replay/epoch controls, RIC/UPF variations, tests and benchmarks. Keywords: 3GPP, RAN, telecom security.

  • Updated Sep 8, 2026
  • Python

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