Genesis
Safeguarding AI Learning Immutable Data Secure
Created on 30th May 2025
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Genesis
Safeguarding AI Learning Immutable Data Secure
The problem Genesis solves
Genesis: Autonomous AI Linked to Blockchain
Description:
Genesis is an innovative system that merges Artificial Intelligence (AI) with Blockchain technology, creating a platform where AI learns and improves autonomously using data from secure, verified sources. By integrating reliable oracles such as Chainlink, each data point is validated and permanently recorded on the blockchain, ensuring that the information used to train the model is both precise and authentic. This approach results in a transparent, auditable, and secure system, and it offers a potential solution against the injection of malicious data into AI learning models by ensuring only verified data is processed.
Where is Chainlink Used?
- Secure Importation and Verification of External Data:
Chainlink acts as a secure bridge that imports external data onto the blockchain. For example, verified medical records, clinical trial results, or other critical information are validated through Chainlink oracles before being integrated into the system. This ensures that the AI works with accurate information, thereby preventing malicious data injection. - Automation and Updates:
Using tools like Chainlink Automation (or Keepers), real-time updates can be triggered in the smart contract. This allows the AI to update automatically when new verified data is detected. - Multiple-Source Validation for Data Security:
By working with data verified from multiple sources via Chainlink oracles, the AI operates on precise and reliable information.
New Smart Contract Creation Mechanism:
A key innovation in Genesis is the ability to generate a new smart contract that encapsulates all the logic for the AI’s automated learning. This smart contract is created by an entity—either public or private—and governs the AI’s learning processes. The unique address of this smart contract is linked exclusively to the corresponding AI instance, allowing its operational logic on the blockchain to be identified in an immutable manner.
Note:
Although this framework is adaptable to various fields—such as finance, logistics, energy, etc.—our primary focus is on medicine, where reliability, traceability, and transparency are essential for diagnoses, treatments, and research advancements.
Key Features:
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Smart Contract as the “Brain” of the AI
- An immutable program on the blockchain acts as a registry and regulator for all AI actions.
- The smart contract stores every change, decision, and adjustment made by the AI.
- Each AI instance is associated with its own smart contract that contains its learning logic and is uniquely identified on the blockchain.
- This creates a permanent public history of the AI’s evolution, building trust and enabling audits of its decisions.
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Autonomous Learning
- The AI continuously trains and updates itself without human intervention.
- When new data is received, the AI analyzes it, adjusts its parameters, and improves its predictions or diagnoses.
- This automated process ensures that the system remains updated in real time.
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Use of Chainlink Oracles for Trusted Data
- Secure Data Import:
Chainlink acts as a secure bridge that imports external data (for example, verified medical records or clinical trial results) onto the blockchain. - Multiple-Source Verification:
Since data is verified by multiple sources through Chainlink oracles, the AI works with precise and reliable information. - Automation and Updates:
Tools like Chainlink Automation enable updates to occur automatically in real time, ensuring that the blockchain data remains current and tamper-proof, thereby preventing the injection of malicious data.
- Secure Data Import:
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Permanent Recording on the Blockchain
- Every action or adjustment performed by the AI is permanently recorded on the blockchain.
- This creates an auditable history of the AI’s evolution and ensures that each decision is transparent and verifiable by doctors, auditors, regulators, and other stakeholders.
General Benefits:
- Transparency and Trust:
Recording all decisions immutably on the blockchain allows any interested party to review the process, ensuring that modifications are made securely and without manipulation. - Continuous Updates:
The AI processes information in real time, adapting quickly and staying current with the latest data. - Security and Accuracy:
Data validation via Chainlink significantly reduces the risk of errors or biases—crucial in sensitive fields like medicine and in preventing malicious data injection into learning models.
Focus on Medicine (and Applicability to Other Fields):
Although Genesis can be adapted to various industries, our initial and primary focus is on medicine. In the medical field, the system enables:
- More Reliable Diagnoses:
AI trained on verified data can identify patterns and predict health conditions with greater accuracy. - Dynamic Clinical Protocols:
Treatments and medical recommendations can be updated in real ti
Technologies used
Cheer Project
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