Skill

AI ethics & responsibility

Datasets encode history. Models amplify it. You are accountable for what you ship.

Open learning workspace Open learning workspace Open learning workspace in AI Engineer in Generative AI Engineer in Agentic AI Engineer

What you will be able to do

List failure modes: bias, privacy, dual use
Ask who is harmed if the model is wrong
Refuse to train on data you have no right to use

Curated resources

Start with the pick, then branch out

Scores are LearnPath editorial opinions (clarity, cost, freshness, project density) — not an objective ranking. Every YouTube item is embedded officially after a click-to-load facade.

Official docs

LearnPath pickdocumentationintermediate

OWASP Top 10 for LLM Applications

OWASP50 min

Prompt injection is a security bug, not a vibe.

Score 91

Open