Skills › AI Safety & Ethics

AI Safety Engineering

Implement guardrails, red-team prompts, and build safer AI applications.

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After this skill you can…

  • Implement input and output guardrails
  • Red-team a deployed LLM application
  • Use Llama Guard or NeMo Guardrails

Prerequisites

Watch (10 videos)

Prompt Injection Explained: How AI Agents Get Tricked!
GenAI Geek · intermediate
→ Implement safety controls→ Test AI systems for security risks
Auditable AI Tools: Scalable Governance for Next-Gen AI Systems
QuickTech Daily · beginner
→ Design safe AI systems→ Conduct AI audits→ Develop explainable AI models
Anthropic Sounds AI Alarm
The Information · intermediate hands-on
→ Design safety protocols for AI systems→ Develop strategies for human-AI collaboration→ Analyze potential risks of autonomous AI training
Are we creating new patient safety risks in the name of opioid reduction?
Anesthesia Patient Safety Foundation · beginner hands-on
→ Design individualized multimodal analgesia care→ Mitigate drug-drug interactions
Safety Test Behind Every Parachute
MR.GOODDAY · intermediate hands-on
→ Design safety protocols→ Implement safety testing→ Analyze material weaknesses
Don’t Roll Out XR Training Until You Have This in Place
Magic EdTech · beginner
→ Design Safe XR Training Programs→ Mitigate Risks in XR Training
Why Frontier AI Models Still Show Bias — And Why It’s Harder to Fix Than People Think
Business Analytics Simplified · intermediate hands-on
→ Design and implement AI systems that minimize bias→ Develop strategies for mitigating bias in AI models→ Evaluate the safety and fairness of AI systems
Why Cancer Detection AI Keeps Failing Doctors in 2026
IMH | AI & Tech · intermediate hands-on
→ Design and implement safety protocols for AI systems→ Evaluate AI systems for potential risks and biases
Asbestos is a bigger problem than we thought
Veritasium · advanced hands-on
→ Design safety measures for asbestos handling→ Implement protocols for mitigating asbestos risks→ Develop emergency response plans for asbestos exposure
Group Acupuncture in Cancer Care: NHS Experience with Mandy Brass, MSc MBAcC
TCM Security · advanced
→ Design safe healthcare systems

Read (10 articles)

📄
The GPT-5 Paradox: Genius in Thought, Gaps in Safety
Dev.to · Ayush kumar · 2025-08-14
📄
A small number of samples can poison LLMs of any size
Dev.to · Aman Shekhar · 2025-10-10
📄
Why Your AI Needs Both Intuition and Rules
Dev.to · AbdulGoniyy Adeleke Dare · 2025-12-30
📄
Llama Guard: What It Actually Does (And Doesn't Do)
Dev.to · Joshua Gracie · 2026-01-24