在AI和區塊鏈的世界中，流行語經常超過實際創新，Intellex站立了

Intellex的核心是將概率AI與確定性區塊鏈橋接，以確保可以信任AI驅動的智能

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和區塊鏈的充滿活力但經常被遍布的領域中，Intellex以清晰的視野和獨特的方法融合了這兩種技術。該項目旨在通過利用安全和可擴展的AI代理協作的集體能力來解決現實世界中的問題，同時還可以吸引一個積極地從系統到系統通過標記學從系統中貢獻和利益的社區。

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.

本質上，Intellex將概率AI與確定性區塊鏈聯繫起來，確保AI驅動的智能可以被信任，可驗證和隨時可用。這個願景超出了技術創新。這是關於創造新的情報經濟。

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.

為了深入研究這種願景及其背後的機制，我們與Intellex的聯合創始人和CTO Omar Saadoun坐下來，討論了項目的起源，其技術基礎以及它計劃如何改變行業，從將番茄送到披薩的簡單性（但至關重要）。

Why AI alone isn’t enough

為什麼一個人一個人不夠

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並不是作為抽象技術概念開始的。它源於緊迫的業務挑戰：食品服務行業供應連鎖店的極端分裂，由於競爭性問題，公司無法或不願意共享數據。

“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解釋說：“我們正在與主要需要更好的預測和供應鏈協調的主要食品服務運營商合作。” “每個公司都孤立地運營，根據自己的內部數據訓練AI模型。”但是，由於他們彼此之間沒有足夠的信任來共享信息，因此他們的AI模型有盲點，導致效率低下，浪費和錯過的機會。

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

Intellex的目標是為公司創造一種在不暴露敏感數據的情況下在AI驅動的情報上進行協作的方法。

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

Saadoun補充說：“關鍵是確保所有各方都可以信任AI生成的見解。這就是區塊鏈進來的地方。”

Bridging AI and blockchain for trust and scalability

橋接AI和區塊鏈以進行信任和可伸縮性

The Intellex system is built on two fundamental technological principles.

Intellex系統建立在兩個基本技術原理上。

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.

傳統軟件遵循確定性規則 - 如果發生X，請Y.Y。相反，AI是概率的。它根據概率而不是嚴格的規則做出預測。

“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.

“當您使用AI模型時，您不能總是準確預測輸出的內容。而不是確切地決定對AI代理的操作，而是創建一個可以根據概率來學習並做出正確決定的環境。”這種靈活性使AI在高風險環境中變得強大但也無法預測和不信任。

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.

為了解決這個問題，Intellex整合了區塊鏈治理，以確保可以信任AI驅動的見解。區塊鏈提供了AI代理如何產生智能的透明，不可變的記錄。它還建立了一個分散的治理系統，沒有任何一個實體控制人工智能，從而確保權力分配到所有利益相關者之間。此外，區塊鏈可確保公平的參與，甚至可以使行業中的較小玩家在塑造情報模型方面發表意見。

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

Saadoun說：“這種組合意味著我們可以創建一個智能係統，不僅是聰明的，而且還可以驗證，安全和公平。”

From theory to practice: How Intellex is changing industries

從理論到實踐：Intellex如何改變行業

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過激活器通過激活因素進行AI協作的獨特方法，即解決現實世界業務任務的截然不同的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.

激活劑是分散的AI代理，企業可以用來解決特定問題，例如預測需求，優化物流或改善銷售策略。

“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.”

“激活器本質上是一個合作解決一項任務的人工智能代理團隊。但是，這是一個有趣的部分：這些激活者不僅由Intellex控制。它們由我們的代幣持有的社區提供支持。”

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

這種參與至關重要。 Intellex希望將您的番茄帶到披薩，而不是公司簡單地支付訪問費用的傳統AI服務 - 與AI代理商和區塊鏈

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

資深投資者說，迪迪很“無聊” - 這就是為什麼它蓬勃發展的原因

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

使用其實用程序令牌（INTX）介紹了遊戲化的，社區驅動的模型。

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.

令牌持有人可以將其令牌納入激活劑，資金和升級代理（激活器）中。激活器的執行越好，它產生的獎勵就越多。令牌持有者積極管理激活器，決定在哪里分配令牌以最大化情報輸出和財務回報。

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.

這意味著Intellex不僅是一家出售AI服務的科技公司；這是一個情報市場，在該市場中，AI生成的知識像資產一樣交易。它通過解決跨代理商甚至這些代理商居住的連鎖店的互操作性和溝通來實現這一目標。

“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，大多數人都習慣於被動堆積。我們正在介紹主動堆放，在這裡，令牌持有者不僅要鎖定代幣以獲得獎勵；他們將其部署到產生智能的AI驅動的激活器中。”

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

結果是一個自我維持的生態系統，AI開發眾包，激勵和不斷改進。

A busy period ahead for Intellex

Intellex的繁忙時期

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

Intellex正在為一個重大里程碑做準備：它的代幣生成事件（TGE），這是預期的