Mixture of Agents Architecture: From Technology to Business Impact

Session Overview

Traditional AI search follows a rigid workflow—analyze → retrieve → rerank → summarize. It works for simple questions but breaks under complex, multi-dimensional queries. At Genspark, we’ve pioneered a different approach: the Mixture of Agents (MoA) architecture.

In this session, Wen Sang will reveal how Genspark’s Super Agent moves beyond conventional search through:

• Dynamic Orchestration: Eight specialized LLMs working in concert—ranging from rapid response to deep analysis—planning steps adaptively based on query complexity.
• Specialized Tool Ecosystem: A library of pre-engineered sub-agents (presentation generators, code executors, data analyzers) that the Super Agent deploys on demand, switching strategies in real time when approaches fail.
• Cross-Verification Framework: Multiple agents verify each other’s outputs to reduce hallucinations, powered by curated, trustworthy data from verified sources—not raw web scraping.

Key principle: Less control, more tools. By rejecting prescriptive workflows and embracing adaptive, agent-driven problem solving, Genspark achieves breakthrough flexibility—from simple queries to complex tasks like creating presentations, making phone calls, or generating interactive pages.

Join us to see how MoA evolves static AI search into fluid, context-aware intelligence that emulates human problem solving at scale.