The strongest Teleodynamic Learning claim is that structural change can halt endogenously because noop becomes preferable to available structural actions. The reviewed v1 preprint presents transition-rate collapse and reports that its external limits were rarely binding.
The formal tension
Appendix B.3 proves eventual freeze by relying on the configured maximum structural-move count or finite structural-phase duration. That proof establishes termination under caps, not cap-independent emergence.
An additional score-direction inconsistency
The same v1 text defines action selection as minimization of the local objective and later states the freeze condition with noop no greater than structural alternatives. Definition 2.4 says noop wins when its score exceeds the alternatives. A reproduction should identify the implemented comparator, add a deliberately inverted negative control, and treat the prose mismatch as an erratum candidate rather than an implementation choice.
A stronger reproduction
- Use reason-coded action traces.
- Show sustained noop dominance before any cap is reached.
- Expand caps and demonstrate a compatible freeze distribution.
- Run resource-coupling and comparator-direction ablations.
- Report seeds, orderings, initial resource, action costs, and all failed or inconclusive runs.
Interpretation
These observations do not invalidate the proposed paradigm. They narrow what must be measured before MiRust or GGUF can promote an emergent-halt claim beyond source-defined status.