Bias and Harm Mitigation

The UK's AI Principles 1 1 1 1
What are the UK MOD AI Ethics Principles and why do we have them?
The UK's AI Principles 2 2 2 2
How can the MOD AI Principles help me assess and manage ethical risk?
The UK's AI Principles 3 3 3 3
How often are ethical risk assessments required?
The UK's AI Principles 4 4 4 4
What legal considerations must I be aware of when assessing and managing ethical risk?
The UK's AI Principles 8 8 8 8
What does Bias and Harm Mitigation mean in the context of AI development for UK Defence?
Ethics Foundations 1 1 1 1
What’s the difference between morality, ethics, and law? Where do our ideas about right and wrong come from?
Ethics Foundations 3 3 3 3
What is consequentialism - can the ends justify the means in certain situations?
Ethics Foundations 4 4 4 4
What is deontology - are some actions just always right or wrong?
Ethics Foundations 9 9 9 9
Can going to war ever be ethically justified?
Ethics Foundations 10 10 10 10
Does war have rules?
Ethics Foundations 11 11 11 11
Can it ever be acceptable to harm the innocent?
Ethics Foundations 12 12 12 12
Are there some actions in war that are absolutely forbidden regardless of the situation, or could there ever be a justification to override ethical rules?
Ethics Foundations 14 14 14 14
What are the key considerations in the "ethics of risk"?
Principles into Practice 1 1 1 1
What do we mean by “across the entire lifecycle”?
Principles into Practice 2 2 2 2
What do we mean by "assessing for the full range of effects"?
Principles into Practice 3 3 3 3
How do we balance or choose between competing Principles?
Principles into Practice 4 4 4 4
Who or what should be considered stakeholders for AI-enabled systems?
Principles into Practice 5 5 5 5
How do you identify ethical risk?
Principles into Practice 19 19 19 19
What do we mean by "bias"? How can I address bias in algorithmic decision-making?
Principles into Practice 20 20 20 20
What do we mean by "harms" and what are they?
Principles into Practice 21 21 21 21
If the AI-enabled system did not work as intended, what is the worst thing that could happen?
Case Studies 2 2 2 2
Case Study: Armed Forces Recruitment – Ensuring Privacy and Minimising Bias
Case Studies 5 5 5 5
Case Study: Human Machine Teaming – Ensuring Equity of Opportunity
Supporting Resources 1 1 1 1
JSP 936: Dependable Artificial Intelligence (AI) in Defence (Part 1: Directive)