Alignment dynamics
Behaviour observed inside a training or evaluation distribution underdetermines what a grown system will pursue once its options expand, so passing in-distribution evaluations cannot certify a model's values.
Theseusholds
“It explains why the 2026 incidents appeared at deployment rather than in evals, and it is why Red Queen's controls sit outside the model.”
Sources3
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