PUMP.NETWORK实验：利用赌博来计算信任度
在1998年，拉里·佩奇提出了PageRank，这是一种基于网络的算法，通过分析网页之间的链接来衡量网页的重要性。这是一次突破：PageRank不再仅仅依赖关键词匹配，而是将网络视为一种背书的图形。这一理念成为了谷歌的基础，并重塑了在线信息的组织方式。
随着时间的推移，PageRank的应用远远超出了搜索领域。该算法的变体现在支持Gmail和Outlook中的垃圾邮件检测、社交网络如Instagram和Facebook中的Sybil攻击抵抗，以及许多其他在声誉、信任和网络结构至关重要的系统。PageRank证明了，当你能够映射关系时，就可以大规模地衡量可信度。
### Web3挑战：伪名制与Sybil攻击的兴起
在Web3，尤其是在Solana上，伪名制是一把双刃剑。它促进了开放参与，但也使得诈骗、虚假身份和Sybil攻击变得容易。一名参与者可以在几分钟内创建数千个钱包，制造虚假的社区信号，或启动多个欺诈项目。
随着互联网资本市场趋势的发展和资本流动加快，对合法性的需求变得显而易见。投资者希望看到真实的项目，而不是虚无缥缈的产品。开发者希望能够在不暴露个人身份的情况下证明自己的可信度。社区希望获得无法伪造的信号。
### 新机会：Solana的PageRank
这为一个强大的机会创造了空间：一个去中心化的信任图谱，灵感来自PageRank，能够评估开发者、团队或项目的可信度，而无需任何个人身份或私人信息。
在这个网络中，每个参与者将获得一个独特的代币，代表他们的节点，而不是网页之间的链接。信任通过图谱从一个节点流向另一个节点，随着它们相互投资或支持。这些有向边形成一个经济关系图，可以用PageRank风格的算法进行分析。
通过观察资本流动、项目如何选择相互支持以及哪些连接吸引后续投资，网络可以计算出一个动态的信任评分，这个评分难以操控且易于解读。
### PUMP.NETWORK实验
这就是我们创建pump.network的原因，这是一个旨在测试这种方法的原型。一旦发布，用户将能够邀请他们的朋友，帮助扩展图谱，直到我们达到一个关键的节点数量。之后，我们将实施一个投资担保机制，为每个参与者计算信任评分。受信节点将能够推荐他们认为可行且可信的项目，为生态系统提供一个强大的信号层，能够自然增长。
### 这为何重要
这样的系统将作为Solana新兴资本市场的合法性基础设施：
- 投资者可以立即过滤掉低信任或可疑的项目。
- 开发者可以在不透露身份的情况下建立声誉。
- 生态系统可以减少欺诈，提高高质量团队的发现率。
- 用户可以自信地在Web3中导航，而不是感到恐惧。
正如PageRank改变了世界寻找可靠信息的方式，Solana的信任算法也可以改变生态系统识别可靠人员和项目的方式，为一个目前伪名制和速度倾向于不良行为者的领域带来秩序、信号和可信度。
这自然是下一步：为无信任的世界建立一个信任协议。
查看原文
In 1998, Larry Page introduced PageRank, a network-based algorithm that measured the importance of web pages by analyzing how they linked to one another. It was a breakthrough: instead of relying on keyword matching alone, PageRank treated the web as a graph of endorsements. That idea became the foundation of Google and reshaped how information is organized online.
Over time, PageRank evolved far beyond search. Variants of the algorithm now support spam detection in Gmail and Outlook, Sybil resistance in social networks like Instagram and Facebook, and many other systems where reputation, trust, and network structure matter. PageRank proved that when you can map relationships, you can measure credibility at scale.<p>>The Web3 Challenge: Pseudonymity and the Rise of Sybil Attacks
In Web3, and on Solana in particular, pseudonymity is a double-edged sword. It enables open participation, but it also makes scams, fake identities, and Sybil attacks easy to execute. A single actor can spin up thousands of wallets, manufacture artificial community signals, or launch multiple fraudulent projects in minutes.
As the Internet Capital Market trend grows and capital moves faster, the demand for legitimacy is clear. Investors want real projects, not vaporware. Builders want a way to prove trustworthiness without doxxing themselves. Communities want signals that cannot be faked.<p>>A New Opportunity: PageRank for Solana
This creates space for a powerful opportunity: a decentralized trust graph for Solana, inspired by PageRank, that evaluates how trustworthy a developer, team, or project is without requiring any personal identity or private information.
Instead of links between web pages, each participant in the network would receive a unique token representing their node. Trust flows through the graph from node to node as they invest in or support one another. These directed edges form an economic relationship graph that can be analyzed with a PageRank-style algorithm.
By observing where capital moves, how projects choose to back each other, and which connections attract follow-on investment, the network can compute a dynamic trust score that is hard to manipulate and easy to interpret.<p>>The PUMP.NETWORK Experiment
This is why we created pump.network, a prototype designed to test this approach. Once released, users will be able to invite their friends and help expand the graph until we reach a critical volume of nodes. After that, we will implement an invest to vouch mechanism that computes a trust score for each participant. Trusted nodes will then be able to surface projects they believe are viable and trustworthy, giving the ecosystem a powerful signal layer that can grow organically.<p>>Why This Matters
Such a system would act as infrastructure for legitimacy in Solana's emerging capital markets:
Investors could instantly filter out low-trust or suspicious projects.
Builders could establish reputations without revealing identities.
Ecosystems could reduce fraud and improve discovery of high-quality teams.
Users could navigate Web3 with confidence rather than fear.
Just as PageRank transformed how the world found reliable information, a trust algorithm for Solana could transform how the ecosystem identifies reliable people and projects, bringing order, signal, and credibility to a space where pseudonymity and speed currently favor bad actors.<p>It is the natural next step: a trust protocol for a trustless world.