As I said before, you cannot entirely trust guilty spark OR mendicant bias for that matter. Both are fully sentient AI yes, but they are still machines. Machines memory can be manipulated and corrupted.
The most likely explanation is that we are the chosen descendants of the Forerunners. We are the inheritors of the Mantle Guardianship.
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