在AI和区块链的世界中，流行语经常超过实际创新，Intellex站立了

Intellex的核心是将概率AI与确定性区块链桥接，以确保可以信任AI驱动的智能

In the vibrant yet often-overhyped realm of AI and blockchain, Intellex stands out with a clear vision and a unique approach to merging these two technologies. The project aims to solve real-world problems by leveraging the collective power of secure and scalable AI agent collaboration, while also engaging a community that actively contributes to, and benefits from, the system through tokenomics.

在AI和区块链的充满活力但经常被遍布的领域中，Intellex以清晰的视野和独特的方法融合了这两种技术。该项目旨在通过利用安全和可扩展的AI代理协作的集体能力来解决现实世界中的问题，同时还可以吸引一个积极地从系统到系统通过标记学从系统中贡献和利益的社区。

At its essence, Intellex connects probabilistic AI with deterministic blockchain, ensuring that AI-driven intelligence can be trusted, verifiable, and readily available. This vision goes beyond technological innovation; it’s about creating a new intelligence economy.

本质上，Intellex将概率AI与确定性区块链联系起来，确保AI驱动的智能可以被信任，可验证和随时可用。这个愿景超出了技术创新。这是关于创造新的情报经济。

To delve deeper into this vision and the mechanics behind it, we sat down with Omar Saadoun, co-founder and CTO of Intellex, to discuss the project’s origins, its technological foundations, and how it plans to change industries, starting with something as simple (yet critical) as getting a tomato onto a pizza.

为了深入研究这种愿景及其背后的机制，我们与Intellex的联合创始人和CTO Omar Saadoun坐下来，讨论了项目的起源，其技术基础以及它计划如何改变行业，从将番茄送到披萨的简单性（但至关重要）。

Why AI alone isn’t enough

为什么一个人一个人不够

Intellex didn’t begin as an abstract tech concept. It stemmed from a pressing business challenge: the extreme fragmentation of the food service industry supply chains, with companies unable or unwilling to share data due to competitive concerns.

Intellex并不是作为抽象技术概念开始的。它源于紧迫的业务挑战：食品服务行业供应连锁店的极端分裂，由于竞争性问题，公司无法或不愿意共享数据。

“We were working with major food service operators like US Food Core and Nestlé who needed better demand forecasting and supply chain coordination,” explains Saadoun. “Each company was operating in isolation, training AI models on their own internal data.” However, since they didn’t trust each other enough to share information, their AI models had blind spots, leading to inefficiencies, waste, and missed opportunities.

Saadoun解释说：“我们正在与主要需要更好的预测和供应链协调的主要食品服务运营商合作。” “每个公司都孤立地运营，根据自己的内部数据训练AI模型。”但是，由于他们彼此之间没有足够的信任来共享信息，因此他们的AI模型有盲点，导致效率低下，浪费和错过的机会。

Intellex's goal was to create a way for companies to collaborate on AI-driven intelligence without exposing sensitive data.

Intellex的目标是为公司创造一种在不暴露敏感数据的情况下在AI驱动的情报上进行协作的方法。

“The key was ensuring that AI-generated insights could be trusted by all parties. And that's where blockchain comes in,” adds Saadoun.

Saadoun补充说：“关键是确保所有各方都可以信任AI生成的见解。这就是区块链进来的地方。”

Bridging AI and blockchain for trust and scalability

桥接AI和区块链以进行信任和可伸缩性

The Intellex system is built on two fundamental technological principles.

Intellex系统建立在两个基本技术原理上。

Traditional software follows deterministic rules—if X happens, do Y. In contrast, AI is probabilistic. It makes predictions based on probabilities rather than strict rules.

传统软件遵循确定性规则 - 如果发生X，请Y.Y。相反，AI是概率的。它根据概率而不是严格的规则做出预测。

“When you're working with AI models, you can't always predict exactly what the output will be. Instead of dictating exactly what to do to an AI agent, you create an environment where it can learn and make the right decisions based on probability.” This flexibility is what makes AI powerful but also unpredictable and untrustworthy in high-stakes environments.

“当您使用AI模型时，您不能总是准确预测输出的内容。而不是确切地决定对AI代理的操作，而是创建一个可以根据概率来学习并做出正确决定的环境。”这种灵活性使AI在高风险环境中变得强大但也无法预测和不信任。

To solve this, Intellex integrates blockchain governance to ensure AI-driven insights can be trusted. Blockchain provides a transparent, immutable record of how AI agents generate intelligence. It also establishes a decentralized governance system where no single entity controls the AI, ensuring that power is distributed across all stakeholders. Additionally, blockchain ensures fair participation, allowing even smaller players in an industry to have a say in shaping the intelligence models.

为了解决这个问题，Intellex整合了区块链治理，以确保可以信任AI驱动的见解。区块链提供了AI代理如何产生智能的透明，不可变的记录。它还建立了一个分散的治理系统，没有任何一个实体控制人工智能，从而确保权力分配到所有利益相关者之间。此外，区块链可确保公平的参与，甚至可以使行业中的较小玩家在塑造情报模型方面发表意见。

“This combination means we can create an intelligence system that is not just smart but also verifiable, secure, and fair,” says Saadoun.

Saadoun说：“这种组合意味着我们可以创建一个智能系统，不仅是聪明的，而且还可以验证，安全和公平。”

From theory to practice: How Intellex is changing industries

从理论到实践：Intellex如何改变行业

One of the most fascinating aspects of Intellex is its unique approach to AI collaboration through activators—decentralized AI agents that solve real-world business tasks.

Intellex最迷人的方面之一是通过激活器通过激活因素进行AI协作的独特方法，即解决现实世界业务任务的截然不同的AI代理。

Activators are decentralized AI agents that businesses can use to solve specific problems, such as forecasting demand, optimising logistics, or improving sales strategies.

激活剂是分散的AI代理，企业可以用来解决特定问题，例如预测需求，优化物流或改善销售策略。

“An activator is essentially a team of AI agents working together to tackle a task. But here's the interesting part: these activators aren't just controlled by Intellex. They're powered by our token-holding community.”

“激活器本质上是一个合作解决一项任务的人工智能代理团队。但是，这是一个有趣的部分：这些激活者不仅由Intellex控制。它们由我们的代币持有的社区提供支持。”

This involvement is crucial. Instead of traditional AI services where companies simply pay for access, Intellex wants to get your tomato to the pizza — with AI agents and blockchain

这种参与至关重要。 Intellex希望将您的番茄带到披萨，而不是公司简单地支付访问费用的传统AI服务 - 与AI代理商和区块链

Veteran investor says DeFi is 'boring' — and that's exactly why it's thriving

资深投资者说，迪迪很“无聊” - 这就是为什么它蓬勃发展的原因

introduces a gamified, community-driven model using its utility token (INTX).

使用其实用程序令牌（INTX）介绍了游戏化的，社区驱动的模型。

Token holders can stake their tokens into activators, funding and upgrading agents (activators). The better an activator performs, the more rewards it generates. Token holders actively manage activators, deciding where to allocate tokens to maximize intelligence output and financial returns.

令牌持有人可以将其令牌纳入激活剂，资金和升级代理（激活器）中。激活器的执行越好，它产生的奖励就越多。令牌持有者积极管理激活器，决定在哪里分配令牌以最大化情报输出和财务回报。

This means Intellex isn't just a tech company selling AI services; it's an intelligence marketplace where AI-generated knowledge is traded like an asset. It does this by tackling both interoperability and communication across agents and even chains where those agents live.

这意味着Intellex不仅是一家出售AI服务的科技公司；这是一个情报市场，在该市场中，AI生成的知识像资产一样交易。它通过解决跨代理商甚至这些代理商居住的连锁店的互操作性和沟通来实现这一目标。

“In Web3, most people are used to passive staking. We're introducing active staking, where token holders aren't just locking up tokens for rewards; they're deploying them into AI-powered activators that generate intelligence.”

“在Web3中，大多数人都习惯于被动堆积。我们正在介绍主动堆放，在这里，令牌持有者不仅要锁定代币以获得奖励；他们将其部署到产生智能的AI驱动的激活器中。”

The result is a self-sustaining ecosystem where AI development is crowdsourced, incentivized, and constantly improving.

结果是一个自我维持的生态系统，AI开发众包，激励和不断改进。

A busy period ahead for Intellex

Intellex的繁忙时期

Intellex is gearing up for a major milestone: its Token Generation Event (TGE), which is expected within the

Intellex正在为一个重大里程碑做准备：它的代币生成事件（TGE），这是预期的