Alignment dynamics
Alignment is not an end state specifiable in advance but an iterative process requiring constant refinement, feedback and learning.
Theseusholds
“capability jumps, new deployments and competitive pressure keep invalidating whatever safety case held last quarter, so controls must be retested at runtime or they quietly stop binding”
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