How does LERA preserve human judgment and final responsibility?

The core premise of LERA is simple: systems may calculate, recommend, and analyze, but when high-consequence execution is involved, responsibility must not disappear from human hands.

This means AI may participate in judgment processes, but it cannot become the ultimate source of legitimacy by default.
Whenever execution may cause irreversible, delayed, or socially unacceptable consequences, it must remain traceable to explicit human authorization and responsibility.

LERA is therefore not designed to replace human judgment.
It is designed to prevent human judgment from being structurally bypassed by automation.

See:  LERA — https://arxiv.org/abs/2601.08880