[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.]  Vav Crypto [@VaveylaCrypto](/creator/twitter/VaveylaCrypto) on x 14.3K followers Created: 2025-07-23 12:06:23 UTC Yo. Have you ever heard of @OpenledgerHQ & Infini-gram? Let me tell you about it, listen to me with open ears. ⟾ At the simplest level you can think of Attribution as a part of the Future ⟾ Language models have taught us to predict words, but what about tracking the actual contribution? ⟾ Traditional n-grams were fast but blind guessing, we all complained He can say "Chest pain or...", but he can never say to whom this information belongs. Works with fixed windows, cannot see long context. 📌Infini-gram tracks the DNA of each marker → Traceability to the source → It is clear who contributed. → Context without borders → Focuses on the whole meaning, not just 2-3 words. → The spirit of Web3: Transparency + Fair Contribution Now data gains value with its true owners. So what does this mean for me? Here, let me explain it to you First of all, I have to ask you, are you a content creator? Your work can be tracked every time it is used. Are you a developer? Build smarter, fairer models. Are you an investor? Get in early on the new standard of the data economy. Why Act Now? Early adopter advantage As this system spreads, early adopters stand to gain the most. Community power Without you, this revolution is incomplete. Your contribution will leave a lasting mark. Time is critical Don't let today's "discovery" be tomorrow's "if only". Web3 was about doing justice with code. Now is the time.  XXXXX engagements  **Related Topics** [openledgerhq](/topic/openledgerhq) [Post Link](https://x.com/VaveylaCrypto/status/1947991680574984389)
[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.]
Vav Crypto @VaveylaCrypto on x 14.3K followers
Created: 2025-07-23 12:06:23 UTC
Yo. Have you ever heard of @OpenledgerHQ & Infini-gram? Let me tell you about it, listen to me with open ears.
⟾ At the simplest level you can think of Attribution as a part of the Future
⟾ Language models have taught us to predict words, but what about tracking the actual contribution?
⟾ Traditional n-grams were fast but blind guessing, we all complained
He can say "Chest pain or...", but he can never say to whom this information belongs.
Works with fixed windows, cannot see long context.
📌Infini-gram tracks the DNA of each marker
→ Traceability to the source → It is clear who contributed. → Context without borders → Focuses on the whole meaning, not just 2-3 words.
→ The spirit of Web3: Transparency + Fair Contribution Now data gains value with its true owners.
So what does this mean for me? Here, let me explain it to you
First of all, I have to ask you, are you a content creator? Your work can be tracked every time it is used.
Are you a developer? Build smarter, fairer models.
Are you an investor? Get in early on the new standard of the data economy.
Why Act Now?
Early adopter advantage As this system spreads, early adopters stand to gain the most.
Community power Without you, this revolution is incomplete. Your contribution will leave a lasting mark.
Time is critical Don't let today's "discovery" be tomorrow's "if only".
Web3 was about doing justice with code. Now is the time.
XXXXX engagements
Related Topics openledgerhq