Artificial Intelligence & Next-Gen LLMs
AI Governance and the EU AI Act
The EU AI Act sorts AI systems by risk and sets obligations for each tier. Governance is not paperwork after the fact; it is how you classify, document, and control systems before they ship. Even outside the EU, the Act is becoming the default baseline for responsible AI programs.
要点
- Classify each system by risk tier before building it.
- Document intended purpose, data, and limitations clearly.
- Keep a human in the loop for high-risk decisions.
- Track model versions, prompts, and data lineage.
- Test for bias and robustness on representative groups.
- Provide transparency notices to users where required.
- Set up incident reporting and rollback procedures.
- Review third-party models and vendors for compliance.
常见问题
Does the Act apply outside the EU?
It applies to systems used in the EU, even if built elsewhere.
What counts as high risk?
Systems affecting health, safety, rights, or critical infrastructure.
Do I need a compliance team?
Small teams can start with a lightweight risk register and grow from there.
How do I handle general-purpose models?
Document capabilities and limits, and support downstream compliance.
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