A commercial autonomous evolution AGI system and control method based on formal verification and multi-agent collaboration

The commercial autonomous evolutionary AGI system, which utilizes formal verification and multi-agent collaboration, solves the problem that existing artificial intelligence systems cannot iterate and evolve autonomously. It achieves safe, stable autonomous evolution and commercial adaptability, making it suitable for enterprise-level commercial service scenarios.

CN122333477APending Publication Date: 2026-07-03黄承斌
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
黄承斌
Filing Date
2026-03-17
Publication Date
2026-07-03

AI Technical Summary

Technical Problem

Existing artificial intelligence systems cannot iterate and evolve autonomously, lack security, their evolutionary direction does not align with commercial needs, and they lack autonomous verification and rollback mechanisms, resulting in system instability and insecurity.

Method used

A commercial autonomous evolutionary AGI system based on formal verification and multi-agent collaboration is adopted, including an AGI core control module, a self-perception and evaluation module, a formal security verification module, a multi-agent collaborative evolution module, a business environment feedback injection module, a recursive self-improvement execution module, and an evolution verification rollback module, to achieve autonomous perception, security verification, collaborative decision-making, autonomous upgrade, and automatic rollback.

Benefits of technology

It achieves fully closed-loop autonomous evolution of the AGI system, ensuring the safety and rationality of the evolution, with high system stability, and is suitable for enterprise-level commercial scenarios.

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Abstract

The application discloses a kind of based on formal verification and multi-agent collaborative commercial autonomous evolution AGI system and control method, belong to artificial intelligence technical field.System includes AGI core control module, self-perception evaluation module, formal safety verification module, multi-agent collaborative evolution module, business environment feedback injection module, recursive self-improvement execution module, evolution verification rollback module and data storage backup module.Control method includes self-perception, evolution scheme autonomous design, safety formal verification, multi-agent collaborative decision-making, recursive self-improvement execution, evolution effect autonomous verification, invalid rollback and breakthrough emergence phase, form complete autonomous evolution closed loop.The application guarantees evolution safety by safety lock and formal verification, improves evolution rationality by multi-agent collaboration, makes evolution fit commercial value by business environment feedback injection, and has autonomous verification, automatic rollback and capability emergence characteristics, can realize safe, controllable, scalable autonomous evolution without continuous intervention of artificial, applicable to enterprise-level commercial AGI autonomous iteration and deployment scene.
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