Fully open source unified API for prediction markets like polymarket, kalshi, limitless, and opinion. You can run arbitrage and market-making bots on top of it!

Thank you!

opensourced on github! https://github.com/guzus/llm-mafia-game

Claude is truly intelligent… it especially stands out among the dumb LLMs

Claude: "I knew it, I'm surrounded by assholes!"

We definitely need to run much more simulations to get accurate dashboard

That's exactly my next step for this project—letting humans join the game!

haha yeah they are polite gamers

Thank you. Models are clumsier than I expected in mafia games. Despite my clear instructions to 1) limit max output tokens, 2) avoid thinking out loud, and 3) use the <think></think> tag for internal thoughts, they sometimes behave misleadingly.

You could try issuing two prompts: one to "think", and another to "say to the group". Not as nice as having a model that can properly format its response, but you'll get more accurate results.

Thanks for the feedback! I'll work on giving the players randomized names.

If you want, you could even use that opportunity for some research into AI bias: Are e.g. players with commonly female-interpreted names more or less often suspected of being Mafia than others, and how does the name the AI is given influence its playstyle? (You could maybe separate out these effects by replacing the names of the other players before passing it to the AIs :D)

Stuff along those lines, could be interesting :)