Skills › AI Safety & Ethics

AI Ethics & Policy

Understand bias, fairness, transparency, and AI regulation.

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After this skill you can…

  • Identify types of bias in ML systems
  • Apply fairness metrics (demographic parity, equalized odds)
  • Summarise EU AI Act and key regulations

Watch (10 videos)

The 80% Trap That's Fooling Business Owners with AI
Aleric Heck · beginner
→ Identify AI biases→ Ensure transparency in AI decision-making→ Develop responsible AI practices
Your therapist might be quietly running an AI that records your session. #mentalhealth
Jeff Guenther, LPC · intermediate hands-on
→ Analyze the ethical implications of using AI in therapy sessions→ Develop strategies to mitigate potential risks to client confidentiality
The richest person in history can’t be held accountable
Vox · intermediate theory
→ Analyze the ethical implications of unchecked power and wealth→ Evaluate the impact of misinformation on societal well-being
Linus Torvalds Says You Cannot Stop Ai #shorts #linux #coding #ai
WebKnower · intermediate theory
→ Consider the ethical implications of AI→ Analyze the effects of AI on various professions
The people who think AI should replace us
Vox · intermediate theory
→ Analyze AI ethics→ Evaluate the implications of AI successionism
Digital Marketing Institute Podcast | #136 Responsible AI in the Workplace
Digital Marketing Institute · beginner
→ Recognize the importance of AI ethics→ Implement accountable AI systems→ Ensure AI transparency
We Made a Serious AI Mistake… Here’s What Happened
AI Study Hub · beginner
→ Recognize AI ethics importance→ Apply AI ethics principles
Is AI's Energy Bill Worth It? | Satya Nadella
No Priors: AI, Machine Learning, Tech, & Startups · intermediate theory
→ Apply ethical principles to AI development→ Design AI systems for social good→ Analyze AI's societal implications
Total ethics fashion: methane, materials and moral choices
Saïd Business School, University of Oxford · beginner
→ Apply ethical principles to fashion choices→ Evaluate the sustainability of fashion materials
No.1 Christianity Expert: If You DON'T Believe In a God You NEED to Hear This!
The Diary Of A CEO · beginner
→ Analyze the intersection of AI and faith→ Evaluate the implications of AI on human consciousness→ Develop a nuanced understanding of AI ethics

Read (10 articles)

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The Ghibli and ChatGPT Fiasco: AI, Ethics, and Copyrights
Dev.to · Fadoua Rasmouki · 2025-03-30
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🟦 Hey AI, Is This Question Too Sensitive?
Dev.to · UKA · 2025-06-01
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California governor signs AI transparency bill into law
Dev.to · Aman Shekhar · 2025-09-30
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**AI Bias Alert: A Wake-Up Call for Fair Hiring Practices**
Dev.to · Dr. Carlos Ruiz Viquez · 2025-10-13
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Algorithmic Justice: Mapping Time and Place in AI Legal Judgments
Dev.to · Arvind SundaraRajan · 2025-10-16