This video is about AI governance.
So what is it?
AI governance is a framework of policies, processes and accountability that ensures
that AI systems are used in an ethical, safe and transparent way.
Accountability means that you define ownership and responsibility for AI-driven decisions.
There should always be a human behind it.
Governance and ethics is about preventing bias in training data and model outcome.
And security and privacy is about protecting sensitive data and apply least-privileged
policies in sensitive environments.
Compliance means that you need to align with legal frameworks.
And monitoring and auditing is about continuous evolution of model performance.
Because a model that might be doing well today might not be adapted to the circumstances
that apply next month.
And last, human oversight is about keeping humans empowered to override AI decisions
at all times.
If you ensure that all of these are respected, you can use AI in a better way.