“What does it imply for kids to see themselves as creators of AI applied sciences and never merely customers?” says Shruti.
This system begins by utilizing a pair of cube to display probabilistic considering, a decision-making system that takes uncertainty into consideration. Probabilistic considering underlies right this moment’s LLMs, which predict the almost certainly subsequent phrase in a sentence. By educating an idea like this, this system will help demystify how LLMs work for kids and assist them perceive that typically the mannequin’s selections are usually not good however the results of a sequence of possibilities.
College students can modify either side of the die to any variable they need. After which they’ll change the chance of every facet showing whenever you launch them. Luca thinks it will be “actually cool” to include this function into the design of a Pokémon-like recreation he’s engaged on. However it will probably additionally display some essential realities about AI.
For instance a professor needs to coach his college students about how biases come up in AI fashions. Kids could possibly be requested to create a pair of cube after which place either side in a hand of a distinct pores and skin shade. At first, they might set the chance of a white hand to 100%, reflecting a hypothetical scenario the place there are solely photographs of white folks within the knowledge set. When the AI is requested to generate a picture, it solely produces white arms.
The trainer can then have youngsters enhance the share of different pores and skin colours, simulating a extra various knowledge set. The AI mannequin now produces arms of various pores and skin colours.
“It was fascinating to make use of Little Language Fashions, as a result of it turns AI into one thing small (the place college students) can grasp what’s occurring,” says Helen Mastico, a highschool librarian in Quincy, Massachusetts, who taught a gaggle of scholars from eighth grade to make use of this system.
“You begin to see, ‘Oh, that is how prejudice creeps in,’” Shruti says. “It offers a wealthy context for educators to start out speaking and for youths to think about, principally, how these items escalate to actually massive ranges.”
