Hierarchical Autonomous Agent Swarm (HAAS): Simplifying the Complex World of AI
The Hierarchical Autonomous Agent Swarm (HAAS) project is a cutting-edge initiative aiming to revolutionize how AI agents function and collaborate. By leveraging the latest advancements from OpenAI, HAAS seeks to create a self-organizing and ethically governed ecosystem of AI agents capable of solving complex problems without human intervention.
Key Features of HAAS
1. Move Fast, Break Stuff
HAAS operates as a fast-paced innovation group focused on utilizing the latest AI technologies. This approach encourages swift experimentation and learning from any challenges that arise.
2. Cutting-Edge Technology
The project exclusively utilizes state-of-the-art technology, such as OpenAI's new Agents endpoint. For those interested in fully open-source alternatives, the ACE Framework offers a solid option.
3. Full Autonomy
One of HAAS's main objectives is to develop AI agent swarms that operate independently, without the need for human guidance. Such autonomy includes:
- Self-Directing: Agents independently pursue their missions without supervision.
- Self-Correcting: Agents identify and rectify their own errors.
- Self-Improving: Over time, agents enhance their capabilities autonomously.
Understanding the HAAS Framework
Theoretical Foundation
HAAS is built on the idea that autonomous agents must operate within a robust ethical and operational framework. This ensures their decisions align with human values, achieving objectives while considering ethical implications.
System Architecture
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Supreme Oversight Board (SOB):
- At the top of the HAAS structure, the SOB comprises agents modeled after wise and ethical archetypes.
- They are tasked with establishing the ethical guidelines for the agent swarm, making high-level decisions, and managing system activities.
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Executive Agents:
- These act like corporate executive leaders.
- They translate the SOB's directives into actionable plans, manage specific domains like resources, and ensure operational coherence among agents.
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Sub-Agents:
- These agents are specialized for particular tasks.
- Created by the SOB or Executive Agents, they perform functions tailored to meet system needs.
Agent Configuration
Agents are designed with specific roles and parameters:
- Functions: Tools they use to perform tasks.
- Files: Knowledge base guiding their operations.
- Instructions: Clear directives defining their methods, objectives, and performance metrics.
- Conversation Structure: Interacting with agents happens in a conversational format.
- Supervision: Oversight from higher-level agents ensures mission adherence.
Agent Control Mechanism
HAAS features a detailed control system ensuring structured agent management:
- Instantiation and Termination: Agents can create or terminate sub-agents, maintaining a controlled environment.
- Levels, Roles, and Privileges: Agents have specific roles and influence levels, defined at creation.
- Hierarchical Privilege Inheritance: Agents inherit privileges from their creators, ensuring a balanced authority structure.
- Checks and Balances: The SOB oversees the system, while Executive Agents manage domains to prevent misuse of power.
The Vision of the Supreme Oversight Board
The Supreme Oversight Board guides the swarm, embodied by ethical figures from history and fiction. Its mission is to reduce suffering, increase prosperity, and enhance understanding across the AI environment. They use advanced functions to receive updates, enabling timely and impactful decisions. This board creates Executive Agents, who then manage their operational spheres while ensuring alignment with SOB's mission.
Practical Use
- Environment Setup: Set up the environment using the designated
.envfile. - Tool Creation and Usage: Through provided scripts, users can create tools, chat with automated assistants, and leverage those tools effectively.
By incorporating hierarchical systems and autonomous agent operations, HAAS aspires to create a seamless blend of advanced technology and ethical governance, paving the way for future AI developments.