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[v3.2] Machine unlearning at scale #29

@LEEI1337

Description

@LEEI1337

Description

Implement GDPR Art. 17 compliant machine unlearning for the Knowledge Fabric.

Tasks

  • Research unlearning approaches for vector stores
  • Implement selective vector deletion with verification
  • Add unlearning audit trail
  • Implement verification that data is truly removed
  • Write compliance tests
  • Document unlearning process and limitations

Milestone

This is a v3.2 roadmap feature for GDPR right-to-erasure compliance.

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