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Dominion General Discussion / Re: GPT-3 designed Dominion cards
« on: June 27, 2022, 11:20:10 pm »So I am confused. What is the AI tasked to do? Make better dominion cards? Does it just decide the unchanged cards are good as is? And how and when does it decide to create a new card? Was it tasked to make a certain # of cards or just as many as it saw fit?The various GPT AIs do variations of the same thing - they read in a huge amount of text, "learn" what kinds of patterns appear in the text, and produce something that matches those patterns. So it's picked up that, for example, Dominion cards tend to be written in a form like:
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[NOUN] $[NUMBER]Then it's also picked up on what kinds of things show up in the text of a card, e.g. "You may [DO A THING]. If you do, [GET A BONUS]." Depending on how the model was trained and tuned, it might even notice that there's a relationship between the presence of certain things in the card text and the cost, or that cards with the Attack type tend to reference other players, or other relationships. It can either generate the text completely freely, or you can give it a starting point (e.g. a card name) and it will try to guess what comes after that.
[TYPE]
[STANDARD BONUSES]
[TEXT]
The AI doesn't know anything about the rules of Dominion, or about what makes a good or bad card. It's generally up to the person running the program to say "Give me 100 pieces of text" and then filter through them for good, bad or interesting results.