The The Human Trainer card

Humans and AI

The Human Trainer

GreenSystemCommonCard 2/70

Humans label the examples an AI learns from.

In real life

Before a photo app can find "dogs" in your pictures, people somewhere labeled thousands of photos as dog or not-dog.

Try it (2 minutes)

Sort the snacks in your lunch into "healthy" and "treat." Did a classmate sort them the same way? An AI learns whatever labels its trainers choose.

Talk about it

If a labeler makes mistakes, what does the model learn?

In the game

Whenever this System Runs a Task, you may put the top card of your deck into your Training Set. It costs 2 Data to play, and you can put it in your Training Set. It has Capability 1 (how hard it hits) and Trust 3 (how many Flags it can take), and scores 2 Tokens each time it Runs a Task. How to play