Part 12/18:
Systems must be capable of self-detection of errors and self-repair, especially given their superior intelligence and speed. Incorporating self-correction mechanisms is essential for maintaining alignment over an indefinite timeline. Moreover, systems should engage in self-improvement based on ongoing reflection on their core principles, with safeguards to prevent drift into misalignment.
4. Principles of Invariance and Durability
Solutions must be durable across time, space, and increasing capabilities:
Temporal invariance: Consistent behavior decades into the future
Scale invariance: Functioning reliably across different environments—from laboratory conditions to cosmic scales