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Phase and ULD — One Integrated Loop

ULD is the diagnostic engine of Phase 1, and a micro-probing tool inside Phase 3.

Phase 0

Stabilise first until the system is testable.
See: https://edukatesg.com/phase-0-failure

Phase 1

Probe → diagnose → recovery → retest.
See: https://edukatesg.com/uld-diagnostics

Phase 2

Performance build starts only after verified repair.
See: https://edukatesg.com/phase-2-distinction-build

Phase 3

Micro-probes are used to detect drift early and trigger maintenance.
See: https://edukatesg.com/drift-sensors

Disclaimer (High-Precision Use)
Mind OS and ULD-style diagnostics are high-precision training tools intended for specific use cases under clear rules, safeguards, and responsible supervision. Misuse, over-interpretation, or untrained self-administration can lead to incorrect conclusions and unnecessary harm. Use only with appropriate consent, privacy safeguards, and within applicable rules and regulations.