As an investor who has been paying attention to the intersection of cryptocurrency and #AI for a long time

CN
Rocky
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1 day ago

As an investor who has long been focused on the intersection of cryptocurrency and #AI, I am increasingly convinced that the next generation of the most valuable #AI projects will not emerge from closed-source black boxes, but will appear on a new architecture of "open collaboration and verifiable data."

OpenLedger is, in my view, the most promising representative of this direction. It is not just an AI chain; it resembles an "AI data + model + incentive" operating system, specifically designed for decentralized #AI.

✅ Why do I have high hopes for #OpenLedger?

1️⃣ It addresses the biggest black box problem in #AI: data and contributions cannot be verified.

Many #AI models are impressive, but we have no idea how they arrive at their answers, who contributed the data, and we cannot reward those who made contributions. For example, when you use ChatGPT, who provided the knowledge behind its answers? No one knows.

OpenLedger takes a different approach. Through its Proof of Attribution mechanism, every time someone provides reasoning, the system can accurately calculate "which piece of data from whom had how much impact." All contributors can receive incentives based on their influence. Data contributions are no longer from nameless heroes.

2️⃣ It is the "AI version of Ethereum": anyone can build models and AI apps on it.

OpenLedger is like opening a "decentralized App Store" for AI.

Developers can use it to:

• Train their own exclusive AI models

• Access real-time data sources (such as Reddit, Twitter, YouTube, etc.)

• Add RAG and MCP layers to create AI assistants that can "real-time access new content"

• Write data/models/contributions on the chain, fully transparent and traceable

• Use a token system to incentivize every data provider, developer, and user

In other words, #OpenLedger allows AI models to be "composed, assembled, and reused" like DeFi projects. This imaginative space is much larger than #Web2.

3️⃣ It is not just talk; there are already 10 types of "billion-dollar level" applications that can be implemented.

What impresses me most about #OpenLedger is that it is not saying "what can be done in the future," but rather it can already produce a complete set of practical application directions, such as:

• Onchain Kaito: a "global content AI search engine" that can track platforms like Reddit, Substack, Instagram, Telegram, etc., with fully traceable data, and content creators can also receive rewards.

• Web3 Security Audit AI: a model that tracks changes and vulnerabilities in smart contracts, with a vulnerability library contributed by security experts, evolving together.

• Smart Contract Copilot: an AI assistant tailored for Solidity developers, providing real-time updates on the latest standards and vulnerability trends.

• Decentralized Coursera: every course uploaded by a teacher can be referenced by AI and rewarded, and students can receive verifiable certificates on the chain upon completion.

• AI legal assistants, medical assistants, recruitment assistants, trading assistants… each field can establish a verifiable, collaboratively trained AI system.

Overall, what I see is not 10 apps, but 10 vertical domain tracks that could become the "new public chain" for AI. The value logic of #OpenLedger is very simple; we have seen blockbuster platforms over the past decade, such as:

• #Ethereum solved the problem of trustworthy value exchange

• #Filecoin attempted to solve the trustworthy contribution of data storage

• #Bittensor explored distributed training of AI models

And what #OpenLedger aims to solve is the verifiable and incentivizable issue of "AI data + model ownership + usage impact."

This may be the most core demand for the next stage of explosive AI development because:

• Without trustworthy data ownership, collaboration cannot be discussed

• Without contribution incentives, high-quality data will not be continuously supplied

• Without auditable models, AI will always be a black box

OpenLedger connects the entire closed loop of "data—training—reasoning—ownership—incentives" and does so very concretely.

If we believe that #AI will be ubiquitous in the future, then we must build an AI infrastructure that everyone can participate in and benefit from. #OpenLedger is very likely to be this "underlying economic protocol."

I personally believe that its future growth path will not be a single project skyrocketing, but rather multiple billion-dollar level applications continuously emerging on this chain, slowly becoming the "App Store + Ethereum + Hugging Face" of the AI era.

So for me, #OpenLedger is not a single-point project, but a paradigm leap in the convergence of AI and cryptocurrency. The more I learn, the more convinced I am that this is an infrastructure worth long-term attention. If you are also interested in the future of #AI, #OpenLedger is definitely a project that must be included in your radar. 🧐

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