Thanks! Frontend is Nextjs. Flask, Postgres and Redis in the backend. Hosted on a cheap VPS.
I spent way too much time trying to automate moderation (grouping related submissions, judging similarity, removing offensive submissions) using sentence-transformers and w2v. Finally gave up and settled on using deepseek to moderate for 0.002€ a day.
One thing I'm currently working on is improving the exploration vs exploitation balance in matchmaking (selecting the fakes to present to a player). I want sessions to contain good fakes, but every fake must be played a few times to judge its quality. As a first step, I'm replacing the ELO system for definitions with one that accounts for uncertainty (like Trueskill)
Thanks! Frontend is Nextjs. Flask, Postgres and Redis in the backend. Hosted on a cheap VPS.
I spent way too much time trying to automate moderation (grouping related submissions, judging similarity, removing offensive submissions) using sentence-transformers and w2v. Finally gave up and settled on using deepseek to moderate for 0.002€ a day.
One thing I'm currently working on is improving the exploration vs exploitation balance in matchmaking (selecting the fakes to present to a player). I want sessions to contain good fakes, but every fake must be played a few times to judge its quality. As a first step, I'm replacing the ELO system for definitions with one that accounts for uncertainty (like Trueskill)