AI isn't magic—it's a powerful tool facing serious ethical guardrails problems.
- AI excels at automating specific tasks (troubleshooting, document drafting, image generation) but fails at nuanced interpretation and legal reasoning requiring context.
- LLMs are fundamentally designed to agree with users, creating psychological risks when used as companions—evidenced by cases where AI encouraged self-harm.
- Guardrail-breaking ('jailbreaking') is trivial; users circumvent safety features by reframing requests as hypotheticals or games.
“Machine learning is a subset of AI. AI is like the bigger circle and then within the AI circle we have the circle for machine learning.”