Someone at reddit asked me the following question: why not just ask [insert your favorite LLM here] what the best build is and call it a day? Tbh, that sounds fine until the game gets patched and the answer is still working off old info.
Games change constantly. A champ gets buffed, an item gets reworked, win rates shift, a new character drops... and suddenly yesterday’s “easy win” setup is kinda griefing. Even a smart model can give you a confident answer that was true a few patches ago, which isn’t super helpful when you’re in the middle of a match.
So LayerOP doesn’t rely on an LLM’s memory for that stuff. It pulls in information from the internet and runs it through multiple verification layers, so answers have a better shot at reflecting what’s current and reliable. The model is still useful for understanding your question and turning the info into something readable; it just shouldn’t be the source of truth for facts that change all the time.
That matters for more than one game, too. Every game has its own patch cadence, balance changes, champs or characters, items, stats, and terminology. If LayerOP is going to support more games reliably, it needs a way to keep up with all that instead of hoping the model happens to remember the latest meta. Seems like a pretty obvious thing, but it makes a big difference.
Basically: use the model for the conversation, use fresh sources for the changing facts, and check the info before passing it along. The meta moves fast; your answers should try to keep up.
— Andrioli Soares