What Article 13 Requires
High-risk AI systems must be designed and accompanied by instructions so deployers can interpret output and operate the system appropriately. Information must be clear, complete, and accessible.
How VCCL Answers
- Generates deployer-facing reports explaining output drivers and causal evidence.
- Declares operational constraints and confidence/trace status for oversight workflows.
- Provides documented interpretability artifacts for user governance processes.
Legal Questions and VCCL Responses
Yes. VCCL provides causal concepts, sufficiency tests, and trace summaries in plain language and structured data.
Yes. Dossiers include operational guidance, robustness indicators, and trace status to support safe use.
No. VCCL pairs narrative explanation with machine-verifiable artifacts.