I have a feeling that Openledger is going to give out little golden bean flowers 💐🌸, because I study @OpenledgerHQ every day. So guys who are rolling up the leaderboard, raise your paws and help each other out, there's 7 days left on the countdown, let's keep it up! Wishing us all to get some flowers!

First, let's talk about OpenLedger's official recent sharing of the proof of ownership mechanism. Has everyone gone to learn about it?

Little Golden Bean thinks it's amazing after watching, here are a few key points to share:

What is the technological breakthrough of Infini-gram? Traditional n-grams can only look at fixed word sequences, which are fast but have almost zero traceability. This new framework breaks the length limitation and can infinitely trace back the source of each token. Simply put, it installs a GPS on AI outputs, accurately locating the training data source for each response.

The practical significance is very clear:
1. Full transparency - Users can finally understand "why AI says this" instead of passively accepting black box outputs.
2. Data contributors can receive the credit they deserve - this addresses the most pressing incentive mechanism issue in the AI era.
3. The framework itself is incredibly efficient - the design of the suffix array allows for real-time tracing of massive amounts of data.

I think the most critical aspect is compliance value. Isn't the biggest concern for regulators right now the inability to hold AI accountable for its nonsensical outputs? This system essentially provides AI with a "digital ID card," allowing the content it produces to be verified and accountable. This is very practical in an era of rampant AI.

Recently, the OpenCircle incubator has also provided a fund of 25 million USD, specifically to support developers in AI + blockchain.

The focus is on:
- Completely on-chain incubation process, all resource allocation is transparent and traceable.
- Directly connect with top global development resources
- Truly solve the most troublesome funding issues for early projects.

Xiaojindou thinks this combination punch is well executed: the underlying technology solves the credibility problem, while the upper-level ecosystem addresses development bottlenecks. Especially in the current context of stricter AI regulation, this verifiable proof of ownership is likely to become a standard in the industry.

OpenLedger has money, technology, and a compliance framework, making the development of this AI project exciting, with each update being a pleasant surprise.
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