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    aether-core-local-learning-enablementSovereign Deployment

    Maintenance feedback to adapter loop

    A field maintenance team connected reviewed technician corrections to local updates without exporting raw service history into shared training paths

    Deployment Metrics

    0

    Sensitive data pooling

    The learning loop avoided moving raw sensitive service data into a central training path

    Measured

    Promotion confidence

    Updates were checked against evaluation criteria before release

    Rollback-ready

    Recovery state

    Each promoted change carried a reversible version trail

    Secured Capabilities

    • Local-first training posture
    • Promotion and rollback gates
    • Evaluation handshake

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