Update README.md

README.md

@@ -170,6 +170,16 @@ These applications require custom task framing, retrieval pipeline configuration
 The dataset is deliberately structurally fixed and compact. It is not intended for massive label mining, unrestricted text-augmentation pipelines, or use as an off-the-shelf benchmark for unrelated translation tasks or generic zero-shot QA independent of the original semantic context.  
 (Dataset je záměrně strukturálně ukotvený a kompaktní. Není určen pro hromadné dolování označení, neomezené textově-augmentační pipeline ani jako standardní referenční benchmark pro nesouvisející překladové úlohy či generické zero-shot QA mimo původní významový kontext.)
 
+## Dataset Creation
+
+### AI Disclosure
+
+Language projections were generated with AI-assisted translation, primarily using **Gemini 3.1 Pro Preview**, with cross-model verification performed using **Perplexity AI, Claude, Mistral, Qwen, and Kimi** (selectively applied per language, e.g. Claude and Mistral for the French version, Qwen and Kimi for the Chinese version). Perplexity AI additionally supported technical implementation and repository documentation.
+
+All translations were reviewed by the author to ensure conceptual fidelity to the Czech source text. The DIO/ODI framework and all critical intellectual decisions remain the sole work of the author, who takes full responsibility for the final content.
+
+Full disclosure statement: see canonical record, DOI [10.5281/zenodo.21610934](https://doi.org/10.5281/zenodo.21610934).
+
 ## License / Licence
 
 Distributed under the **Creative Commons Attribution 4.0 International (CC BY 4.0)** license. See `LICENSE.txt` for details.