Team of Thoughts: Efficient Test-time Scaling of Agentic Systems through Orchestrated Tool Calling

1. 1Identify diverse pre-trained models with specialized expertise
2. 2Implement Orchestrator Calibration to select models with superior performance
3. 3Integrate models within the Team-of-Thoughts framework using orchestrated tool calling
4. 4Evaluate and refine the system for efficient test-time scaling

AI engineers and researchers on a team can benefit from this framework as it allows for the integration of diverse models, while product managers can leverage it to improve system scalability and efficiency

💡 Heterogeneous Multi-Agent Systems can outperform homogeneous configurations by leveraging diverse model expertise

🤖 Team-of-Thoughts: scalable agentic systems through orchestrated tool calling!