Machine learning US 20,250,368,219 A1 Under examination

Dynamic agents with real-time alignment

This invention describes a system where an automated agent uses a multi-agent system to achieve a goal. One set of sub-agents generates and carries out a plan, while another set supervises their work based on a set level of oversight. The system can store information from these sub-agents in different memory layers, with specific access permissions for each sub-agent.

Why it matters: Filed before the rapid advancements in multi-agent AI frameworks and sophisticated LLM orchestration became widely accessible. The ability to dynamically align and supervise agents for complex planning and execution has matured significantly in the last two years.

Status: Under examinationA pending application. It has not been granted, and it has not been abandoned.
How hard to build: SpecializedHeavy software system, multi-agent logic, AI/ML models

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