[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]  will brown [@willccbb](/creator/twitter/willccbb) on x 27.6K followers Created: 2025-07-21 21:11:30 UTC @korigero @menhguin sounds good doesn’t work nobody is using *pretrained LLMs* for this kind of forecasting at scale, they’re using much smaller models with LLM-inspired architectures trained exclusively on financial data XXX engagements  [Post Link](https://x.com/willccbb/status/1947404088540598545)
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
will brown @willccbb on x 27.6K followers
Created: 2025-07-21 21:11:30 UTC
@korigero @menhguin sounds good doesn’t work
nobody is using pretrained LLMs for this kind of forecasting at scale, they’re using much smaller models with LLM-inspired architectures trained exclusively on financial data
XXX engagements
/post/tweet::1947404088540598545