CAS 2.0
Long-horizon drift & stability — observed, not steered.
What it is
- A methodological evaluation system for long-horizon observation of adaptive dynamics.
- Frozen parameters by construction; no optimization, tuning, retraining, or corrective control.
- Elapsed time treated as the primary stressor to reveal second-order and long-tail behaviors.
- Evaluated across 525+ structured configurations and 25.5+ million simulation steps.
Why CAS
- Short runs often miss slow drift, partial recovery, and late-emerging degradation.
- Adaptive “fixes” can mask intrinsic dynamics that only appear under sustained exposure.
- Auditability and reproducibility are treated as first-class constraints.