Correct the conservativity claim and scope the geodesic-residual reading

README.md

@@ -190,7 +190,7 @@ Key structural differences from Transformers:
 
 ## Geometric Capabilities
 
-**Note:** This model uses a direct \\(O(T^2)\\) exchange force that is non-conservative, breaking the full Riemannian guarantee. The full Riemannian geometry — Jacobi metric, computable geodesics, curvature-based hallucination detection, native chain-of-thought — is available only in the purely conservative variants: [Multi-Xi SPLM](https://huggingface.co/dimitarpg13/semsimula-splm-multixi), [Multi-Xi PARFLM](https://huggingface.co/dimitarpg13/semsimula-parflm-multixi), and [Fock-PARFLM v2.1](https://huggingface.co/dimitarpg13/semsimula-fock-parflm). See Section 18d and Section 23 of the [paper](https://doi.org/10.5281/zenodo.19712427) for details.
+**Note:** This model uses a direct \\(O(T^2)\\) exchange force that is non-conservative, breaking the full Riemannian guarantee. The full Riemannian geometry — Jacobi metric, computable geodesics, curvature-based hallucination detection, native chain-of-thought — is available only in the purely conservative variants: [Multi-Xi SPLM](https://huggingface.co/dimitarpg13/semsimula-splm-multixi) and [Multi-Xi PARFLM](https://huggingface.co/dimitarpg13/semsimula-parflm-multixi). ([Fock-PARFLM v2.1](https://huggingface.co/dimitarpg13/semsimula-fock-parflm) was listed here until 2026-09-28 and has been removed: it ships with the reverse channel enabled, which is not a gradient of anything in \\(h\\).). See Section 18d and Section 23 of the [paper](https://doi.org/10.5281/zenodo.19712427) for details.
 
 
 ### Damped Riemannian Geometry (June 2026 update)