# Safety & Security Subcard

Field | Response
:-----|:---------
Model Application Field(s): | Research — quantum error correction (QEC); color-code decoding pipeline acceleration; benchmarking neural pre-decoder approaches against classical color-code decoders (Chromobius); studying the effect of receptive field size and model capacity on logical error rate and decoding latency; reference implementation for learned decoders in quantum computing research.
Describe the life critical impact (if present). | Not Applicable
Use Case Restrictions: | Use of this model is governed by the [OpenMDW-1.1 License](License.md).
Model and dataset restrictions: | The Principle of least privilege (PoLP) is applied limiting access for dataset generation and model development. Restrictions enforce dataset access during training, and dataset license constraints adhered to.