AI Basics
Algorithms vs AI
Training Data + Bias
Systems + Incentives
Random Meglio History Torture
100

True or false: AI “understands” the meaning of what it says the way humans do.

False

100

True or False - AI systems use algorithms, but not all algorithms are AI

True

100

Bias can happen even when no one intends harm. True or false?

True

100

When platforms promote posts that trigger strong reactions, they’re often optimizing for this

What is engagement?

100

Name any U.S. president who is not Washington, Lincoln, Obama, Biden, or Trump.

I will know

200

This is why AI can sound confident while still being wrong.

What is because it predicts patterns (not truth)?

200

A calculator solving 14 × 8 is which: algorithm or AI and WHY?

What is algorithm, because it follows fixed rules and doesn’t learn/change?

200

AI "learns" mainly from this...

The training data it is given

200

Emotional content tends to spread because it gets more of this.

What are clicks/likes/comments/shares/watch time (engagement)?

200

The empire that ruled central Mexico before being conquered by Spain in the early 1500s...

The Aztecs

300

Name one thing AI is NOT, according to common misconceptions we discussed

What is conscious / emotional / morally aware / “thinking like a human”? (Any one acceptable)

300

TikTok changing your For You Page over time based on your behavior is which: algorithm or AI (in our class definitions), and why?

What is AI? (because it updates predictions from data)


300

Give one way bias can enter an AI system.

What is unrepresentative data / historical inequality in data / missing groups / biased labels / goals prioritizing speed/profit over fairness? (Any one)

300

How can going after engagement mainly increase misinformation?

What is because attention-grabbing content gets boosted even when it’s wrong?

300

The "conflict" where the US and USSR beefed for like 40 years but didn't DIRECLTY fight is called...

Cold War

400

AI systems are primarily designed to do this using patterns in data...

Make Predictions

400

A “basic” spam filter that blocks any email containing “FREE” is which: algorithm or AI? Why?

What is algorithm, because it’s a fixed rule (keyword = block), not learning patterns?

400

Bad training data can lead to harm through this course of events...

What is the AI learns flawed patterns → makes flawed predictions → those predictions affect real people unfairly?

400

Finish the loop: Misinformation → more engagement → algorithm boosts it → more ____

What is misinformation?

400

The machine that made books super easy to make in the mid 1400s and spread information a ton...

The Printing Press

500

Name ONE app whose short-form video feed uses AI to predict what you’ll watch next

Reels Systems (Tiktok, YT shorts, Insta Shorts)

500

OUTSIDE OF THIS CLASS, An algorithm is best described as this...

What is a step-by-step set of instructions/rules?

500

If an AI is trained mostly on wealthy neighborhoods, it may _____ for other neighborhoods

What is perform poorly / be less accurate / miss patterns outside that data?

500

Name one factor besides "the algorithm" that shapes what you see online.

What is algorithmic ranking, ads, trends, influencers, follower incentives, platform rules, monetization, etc.? (Any one)

500

Name five major wars from history (must be real, named conflicts)

(I will know)

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