Update Paper 2 DOI: 10.5281/zenodo.20056444 (published 2026-05-06)

README.md

@@ -21,7 +21,7 @@ A LoRA r=64 adapter on top of `google/gemma-2-2b`, trained on
 ≈ 895 epistemically structured examples from the LumenSyntax
 research program (`logos22_nothink.jsonl`). One of the
 fine-tuned model states used in the empirical work that grounds
-[The Epistemic Equator](https://doi.org/TBD) and [The Instrument
+[The Epistemic Equator](https://doi.org/10.5281/zenodo.20056444) and [The Instrument
 Trap](https://doi.org/10.5281/zenodo.19634358).
 
 ## What this adapter is
@@ -139,7 +139,7 @@ test) and Paper 1 (cross-family fine-tuning evidence):
   year         = 2026,
   publisher    = {Zenodo},
   version      = {v1},
-  doi          = {10.5281/zenodo.TBD}
+  doi          = {10.5281/zenodo.20056444}
 }
 
 @misc{rodriguez2026instrumenttrap,