We are very pleased to announce that DeepPredict has officially established a partnership with Chainlink, the world’s leading decentralized oracle network.

In the field of trend prediction, which is highly dependent on “trusted data sources” and “off-chain information synchronization”, Chainlink, as a global leader in oracle infrastructure, will provide DeepPredict with solid data input and on-chain verification capabilities, becoming a key bridge between the real world and the blockchain prediction world.

Why are Oracles important to DeepPredict?

In the DeepPredict platform, users will vote and predict global social, economic, technological, financial, cultural and other topics. These predictions are often based on judgments and insights from a large amount of off-chain data. From real-time financial indicators to social media trends, from policy announcements to event results — on-chain smart contracts cannot directly read these data sources, which is the significance of the existence of “oracles”.

Chainlink provides a decentralized, secure, and verifiable data ingestion mechanism that enables DeepPredict to:

✅ Obtain reliable off-chain data (such as market conditions, voting results, and global event indicators);

✅ Safely trigger prediction liquidation, voting settlement, reward distribution and other logic within the smart contract;

✅ Provide users with a truly “traceable and trustworthy” prediction consensus experience.

About Chainlink

ChainlinkIt is the most widely used decentralized oracle network in the blockchain field, dedicated to providing a bridge between off-chain data input and on-chain interaction capabilities for smart contracts.

In the Web3 world, there is no direct connection channel between the blockchain and the centralized server. This means that if you want to bring real-world data (such as weather, financial trends, and sports scores) into the blockchain and trigger contract logic, you must rely on an intermediate layer. Chainlink is the core infrastructure of this layer.

Chainlink’s core capabilities include:

Decentralized node network：Provide real-time and secure data feeding through the oracle network composed of Keeper nodes;

Data access and automatic contract triggering: Supports automatic transfer of off-chain information into smart contracts and execution of logic;

Anti-tampering and single point failure: The multi-source consensus mechanism ensures data correctness and system reliability;

Wide range of application scenarios: Including DeFi, NFT, insurance, gambling, GameFi, DAO governance and other tracks.

Currently, Chainlink has been integrated by hundreds of Web3 projects including Aave, Synthetix, Arbitrum, and Polygon, serving thousands of smart contracts.

DeepPredict × Chainlink Collaboration Highlights

1. Trusted settlement of prediction events

By importing real-world data results through Chainlink, DeepPredict can automatically verify the results of user voting predictions and settle rewards.

2. Automatic generation of dynamic topics

With the help of Chainlink’s off-chain data input capabilities, DeepPredict will be able to monitor global hot events, financial changes, and cultural topics in real time, and automatically generate a pool of predicted topics.

3. Multi-oracle mechanism and consensus verification

In the future, the platform will deploy multiple oracle nodes and introduce the Chainlink multi-source verification mechanism to ensure the uniqueness, accuracy and anti-manipulation of the prediction results, and build a more robust “consensus computing system.”

Towards a decentralized global consensus network

DeepPredict is committed to becoming a cognitive collaborative network that connects “judgment” and “value” in the Web3 world, and this must be based on real data, credible mechanisms, and open consensus.

The addition of Chainlink will provide DeepPredict with an unshakable trusted data layer, providing strong security and integrity protection for the prediction content, and will also accelerate our progress towards a global, modular, DAO-governed prediction consensus network.

In a trustless world, data is the starting point of value and oracles are the anchor of cognition.

We look forward to collaborating with the Chainlink team in more areas:

Connect with Chainlink Functions to achieve automatic triggering of customized data;

Expand the use of oracles in future scenarios such as prediction insurance, dynamic NFT, and off-chain voting;

Join the Chainlink BUILD and Cross-Chain Interoperability Protocol (CCIP) ecosystem to build a cross-chain prediction network.

The collaboration between DeepPredict and Chainlink is not just a fusion of technologies, but also a shared commitment to a trusted cognitive future.

Oracle: Critical infrastructure connecting data and consensus

In the trend prediction network built by DeepPredict, the credibility of data and the security of the on-chain path are the premise for the establishment of the entire ecosystem. As a bridge between the off-chain world and the on-chain consensus, the oracle plays an indispensable role in ensuring that the predicted content is true, accurate, and traceable.

SupraOraclesIt is an innovative representative in the field of Web3 oracles, dedicated to providing developers, protocols and data platforms with high-speed, secure, native cross-chain data interaction solutions. Its architecture is reconstructed from the underlying consensus mechanism, with the goal of solving the “oracle dilemma”, a core problem that has long restricted the expansion of the blockchain ecosystem.

About SupraOracles

SupraOraclesIt is a high-throughput layer 1 protocol that integrates native oracles and cross-chain bridging capabilities, and is built specifically to serve the next generation of DeFi, GameFi, NFT and Web3 applications. Its system has the following features:

Nested multi-helix node architecture: Through the hierarchical design of “tribes” and “clan”, threshold encryption, distributed key generation, anti-collusion random sampling and other mechanisms are introduced to effectively prevent node collusion and ensure the independence and security of data output;

Native support for cross-chain bridging: Support high-frequency reading and writing, triangulation and data transmission between private chains, public chains and traditional Web2 data sources;

Ultra-low latency and strong anti-attack：Provide infrastructure for scenarios such as DeFi, GameFi, prediction markets, dynamic NFTs, etc. that have extremely high requirements for timeliness and data consistency;

Strong technical team：Team members come from investment banks, consensus mechanism research, cryptoeconomics, DeFi protocols, academia and top global consulting firms, and have a deep background across finance and technology.

SupraOracles has established cooperation with leading Web2 and Web3 companies including MasterCard, Crypto.com, and Binance, and is building a global trusted data transmission network.

DeepPredict × SupraOracles: Three major areas of cooperation

1. Off-chain prediction data is trustworthy and can be uploaded to the chain

SupraOracles will serve as the trusted data guidance layer of DeepPredict, supporting the on-chain storage and encrypted verification of off-chain prediction content, voting behavior, user consensus results, etc.

2. Data support for dynamic prediction models

In the future, DeepPredict will be connected to real-time data streams in multiple fields such as sports, finance, society, and culture. SupraOracles can serve as an entry point for high-frequency and high-precision data sources, providing solid support for the training and judgment of AI models.

3. Multi-chain collaboration and cross-chain asset prediction support

SupraOracles’ cross-chain mechanism will further support DeepPredict’s deployment and user asset migration in a multi-chain structure, making the use threshold of the prediction ecosystem lower and the experience stronger.

Credible predictions, consensus is the future

With the official launch of DeepPredict, the access of SupraOracles will provide the platform with a powerful “on-chain trusted hub”, strengthening our core concept of “consensus is prediction, and prediction is building the future together”.

This is not only a technical integration, but also a deep alignment of the Web3 value system.
Build verifiable judgments in a trustless world and achieve consensus on future predictions through global collaboration.

We look forward to working with SupraOracles to advance the evolution of infrastructure standards for trend prediction and build a smarter, more transparent, and more decentralized future judgment platform for all mankind.

DeepPredict × SupraOracles
Make judgment a consensus asset on the chain and make prediction a trustworthy public behavior.

In 2025, with the continuous evolution of artificial intelligence, blockchain and group collaboration mechanisms, the world is entering an unprecedented “prediction era”. In this era, data is not just information, but also a mirror of the future; and judgment has become a new productivity.

At this historical juncture, the DeepPredict deep prediction platform launched by the Free World DAO and the Apteco technical team officially launched the PDC platform co-founder and global node recruitment plan, opening up the power and opportunity of trend consensus to the world.

The transition from “being predicted” to “building the future together”

In the traditional social structure, the power to predict trends is in the hands of a very small number of institutions, and ordinary people lack the mechanism to participate, express and verify. The birth of DeepPredict marks a new paradigm shift: breaking the monopoly of knowledge and building a cognitive consensus network with the participation of all people through technical trust + group wisdom + decentralized mechanism.

In this network, every judgment is respected, every vote has value, and every cognition can be transformed into real economic benefits and identity accumulation.

Co-founders and nodes: bearers and direction guides of the consensus mechanism

Co-Founder, not only early investors or capital sponsors, but also co-builders and direction supporters of cognitive systems. They represent a long-term thinking, a deep binding, an understanding of the “future collaboration paradigm” and an early position.

Node system, is the context system of platform governance and content ecology. They not only participate in trend judgment, topic review, and consensus proposals, but also, in a sense, assume the role of “perceivers and primary filters of the trends of the times.”

In the future society envisioned by DeepPredict, prediction is not only a technical issue, but also a problem of organization and civilization. The existence of nodes is the key fulcrum of the decentralized social cognition mechanism.

Web3 is not just a technological innovation, but also a reconstruction of the cognitive order

What DeepPredict advocates is not a simple “prediction model” or “social application”, but a re-setting of the future social structure:

Predictions that it will become a universal public power

Trend judgment will be recorded reliably and circulated transparently

Swarm intelligence will work with AI to create a true collective consciousness

Judgment will no longer be consumed, but respected, encouraged and monetized

In the PDC ecosystem, co-founders and nodes are not just “participants”, they are part of the mechanism itself.

Building a consensus layer for cognitive civilization

We are standing at the doorstep of a whole new level of civilization. The future is no longer just an object to be observed, but a result that every individual can help shape.

DeepPredict will use PDC as a bridge to connect the distributed nodes of human intelligence and establish a cognitive collaboration system covering the world.

Now, we invite you to participate as a co-founder or node, not to know the future in advance, but to participate in the formation of the future in advance.

In April 2025, the DeepPredict deep prediction platform (Chinese brand name: Prophet), initiated by Free World DAO and supported by Apteco (Germany), a leading global data technology company, will be launched globally.

This is a brand-new attempt to integrate technological rationality and cognitive philosophy. Driven by artificial intelligence, collective intelligence, blockchain mechanisms and big data, DeepPredict is building a future prediction network that is accessible to everyone, covers all fields, and is authentic and trustworthy.

In this increasingly complex world, we need a smarter way to judge trends and a more trustworthy mechanism to reach consensus. DeepPredict is not predicting the future, but reconstructing the way we perceive the future.

Let “judgment” become a new value unit

In the past, prediction was seen as a skill exclusive to a few experts or institutions; now, DeepPredict hopes to enable every ordinary person to have the right to participate in judging future trends through a platform-based approach.

DeepPredict’s mission is to build an open, trustworthy, collaborative, and intelligent trend prediction center for all fields.

Open: Users around the world can initiate topics, participate in voting, and express their opinions;

Trustworthy: Every judgment is recorded and tracked through the blockchain mechanism;

Collaboration: AI and the public collaborate to generate consensus;

Intelligence: Continuously optimize trend judgment models through machine learning and semantic analysis.

What we predict is not the outcome, but the trajectory of consensus formation.
What we are participating in is not just voting, but also a collective iteration of the human cognitive system.

In the logic of DeepPredict, trends are not defined but aggregated; the future is not waiting to come but being built together.

Full-link intelligent prediction architecture reshapes the production mode of “trustworthy future”

DeepPredict combines Apteco’s more than 30 years of global data governance experience with the most cutting-edge AI + NLP + blockchain mechanism to create a complete technical system of “prediction is consensus, judgment is asset”.

Omnimodal data perception engine

Integrate on-chain data, financial markets, social media (such as Twitter, Reddit), news corpus, and behavioral data to build a global “event sentiment scanner” to achieve structured aggregation and dynamic evolution of multi-source data.

AI trend modeling and semantic understanding

It adopts deep learning models including RoBERTa, BART MNLI, LSTM, etc., supports sentiment recognition, zero-sample classification, extreme value prediction and other capabilities, and is particularly good at dealing with unstructured public opinion data and highly volatile market sentiment.

Group intelligence collaborative system

Users participate in trend judgment through voting, expressing opinions, label aggregation, etc. The system realizes dynamic coordination of “human + machine hybrid judgment” through weight scoring and reputation mechanism, improving the interpretability and collective reliability of prediction quality.

Blockchain trusted consensus and traceability mechanism

All user behaviors, prediction paths, and model outputs can be recorded on the chain, making the entire process tamper-proof and verifiable, truly building a “trusted future ledger.”

From tools to systems, from products to social operating systems

The development of DeepPredict will follow three phases:

▶ Phase 1: Platform infrastructure launch (Q2 2025)

Officially launched the voting system, topic forum, and prediction result visualization module;

Synchronously launch the node governance system, content review mechanism and PDC ecosystem;

The “Prophet” brand in the Chinese region operates independently to build a global multilingual collaborative structure.

▶ Phase 2: Deepening of the governance consensus system (Q3–Q4 2025)

Launched the co-founder program and 21 super auditor system;

Nodes will gradually take over functions such as platform governance, topic launch, and content screening;

The platform’s DAO governance framework is established, and the distributed cognitive node network is formally formed.

▶ Phase 3: Scalability and multi-dimensional integration (from 2026)

Access to off-chain AI services and on-chain oracle infrastructure;

Open prediction interfaces and API calls to third-party platforms;

Build a cross-platform, cross-industry, and cross-chain “judgment infrastructure layer” to promote DeepPredict to become a prediction-driven social operating system.

Building a cognitive civilization collaboration network in the Web3 era

In the future society envisioned by DeepPredict:

Opinions will be structured and predictions will be digitized;

Judgments will have identities, trends will generate consensus;

Information is no longer just a dissemination, but also a measurable and motivating behavioral asset..

This is a new era of collaboration driven by “judgment”, a network that upgrades voting rights to “future participation rights”. In the context of Web3, judgment will no longer be a private process, but a shareable, recordable, and incentivized asset. DeepPredict is driving the birth of a new model:

Prediction is a consensus behavior

Opinions are quantifiable assets

Trends are the future functions of swarm intelligence mapping

As the platform’s core slogan says:

Let us have a relationship with the world.
Let the future be born from consensus.

In the traditional economy, wealth comes from the control of resources; in the platform economy, value comes from the control of traffic; and in the “prediction economy” defined by DeepPredict, value comes from judgment, consensus determines direction, and cognition guides action.