[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.]  Openledger [@OpenledgerHQ](/creator/twitter/OpenledgerHQ) on x 354.8K followers Created: 2025-07-07 12:41:34 UTC How OpenLedger powers Proof of Attribution with Infini-gram: Traditional Language models use n-grams to predict the next word from short patterns - fast, but blind to context. They can’t tell where predictions came from, or who contributed the data. Infini-gram enables precise attribution by tracing each token back to its source.  XXXXXXX engagements  **Related Topics** [token](/topic/token) [Post Link](https://x.com/OpenledgerHQ/status/1942202328029024576)
[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.]
Openledger @OpenledgerHQ on x 354.8K followers
Created: 2025-07-07 12:41:34 UTC
How OpenLedger powers Proof of Attribution with Infini-gram:
Traditional Language models use n-grams to predict the next word from short patterns - fast, but blind to context.
They can’t tell where predictions came from, or who contributed the data. Infini-gram enables precise attribution by tracing each token back to its source.
XXXXXXX engagements
Related Topics token
/post/tweet::1942202328029024576