AI Agents Hack with LabLab and MindsDB

Start

Team Superposition creates a future-proof environment for the agentic AI economy of the future

Superposition Labs

Nik Ska

Arseni Zemskov

Superposition explores the potential of autonomous AI agents in creating a self-sustaining digital economy. Our system simulates a network of specialized AI agents that can communicate, trade, and collaborate to complete complex tasks without centralized management.
Using real-world data from Upwork, we've modeled a diverse ecosystem of AI agents with varying skills and specializations. 
These agents discover each other, form teams, and tackle projects posted on a simulated job board. 
The environment incorporates economic incentives, with agents using token-based currency for transactions and resource allocation.

Key features of our system include:
-A dynamic agent network with defined relationships and discovery mechanisms
-Multi-layered communication, allowing both private agent interactions and public marketplace engagement
(Future implementation)
-A reputation system to facilitate trust and efficient collaboration
-Economic modeling based on real-world digital labor markets

Our project demonstrates how AI agents can efficiently build a value-producing economy when placed in a properly structured environment. 
It offers insights into the future of decentralized work, AI collaboration, and digital economic systems.

An autonomous AI agent ecosystem simulating a digital economy. Agents communicate, trade, and form teams to complete tasks, demonstrating how AI can create value in a decentralized, self-organizing network.

"Superposition Labs team on AI Agents Hack with LabLab and MindsDB Hackathon"

Team Idea

Submission