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AI Limits & Risks

Where it fails. Hallucinations, bias, and verification.

AI Limits & Risks

AI is powerful, but it is not perfect. In fact, trusting it too much can be dangerous. Here is what you need to watch out for.

1. Hallucinations (Lying with Confidence)

AI models are designed to be helpful, not necessarily truthful. If they don't know an answer, they might invent one that sounds plausible.

  • Risk: Asking for medical advice, legal citations, or biographies of real people.
  • Solution: Verify everything. If it's important, check a second source.

2. Deepfakes and Scams

AI can now create realistic images and voices.

  • Risk: Scammers can "clone" the voice of a loved one to call you and ask for money.
  • Solution: Be skeptical. If you get a strange urgent call, hang up and call the person back on their known number.

3. Bias

AI learns from the internet, and the internet is full of human biases.

  • Risk: AI might give stereotypical answers about gender, race, or culture.
  • Solution: Be aware that the "machine" is not neutral. It reflects the data it was fed.

4. Data Privacy

When you type something into a public AI tool, that data might be used to train future versions.

  • Risk: Typing sensitive work passwords or personal health info into a chatbot.
  • Solution: Never share private, confidential, or personal identification information with AI.

Stay Safe

Treat AI like a very smart, very confident intern who sometimes lies. It is helpful, but you must check their work.