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If an A.I. is trained on data that is missing certain groups of people, what will the A.I. be?
Correct! A.I. is a mirror. If the data is unfair or missing info, the A.I.'s decisions will be biased.
What is it called when an A.I. makes up a fake fact that sounds real?
Spot on! It's called a hallucination—the A.I. is "dreaming" up answers based on word patterns.
Does an A.I. always know the "truth"?
Exactly! A.I. looks for patterns and probabilities, which isn't always the same thing as the truth.
Why might a resume-screening A.I. ignore talented people from different backgrounds?
Right! If the training data is limited, the A.I. mathematically concludes that "different" means "not qualified."
What should you do if an A.I. gives you a fact for a school project?
Perfect! Always verify A.I. info because it can sometimes "hallucinate" fake details confidently.
A.I. makes mistakes by accident now, but can people use A.I. to trick others on purpose later?
Yes! As we'll see next, understanding A.I. mistakes helps us prepare for a world of intentional deceptions.
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AI Bias and Hallucinations
EvoClass-AI004 Lecture 10
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🤖 Beep Boop! I'm your Ethics Guide. Pick a mystery to solve: Data Bias or A.I. Hallucinations!
Py-Bot Command LIVE
Bleep! Hello, Detective! Today we're learning that A.I. isn't always right. Sometimes it copies our mistakes, and sometimes it just makes things up!
Topic Progress 0%
Think of A.I. like a mirror. If we only show it pictures of cats, it might think dogs don't exist! If our data has old prejudices, the A.I. will repeat them. Like a hiring robot that only picks one type of person because that's all it saw in the past. That's called "Algorithmic Bias."
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Sub-Topic 1
The Mirror (Bias)
A.I. reflects the data we give it—even the unfair parts.
Unlike you, A.I. hates saying "I don't know." It predicts the next word like a giant game of "Mad Libs." Sometimes, it "hallucinates" and invents facts that sound real but are completely fake! It’s just following a pattern, not checking the truth.
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Sub-Topic 2
The Dreamer (Hallucination)
When A.I. sounds super confident but is totally wrong.
Even the smartest A.I.s in the world still make mistakes. Always double-check your facts with a trusted source!
Did you know?
Even the smartest A.I.s in the world still make mistakes. Always double-check your facts with a trusted source!
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