events

Beyond Equilibrium: Building Exploratory LLM Systems with Orchestration

An online technical session from the Bengaluru Artificial Intelligence Group on why LLM applications tend to collapse toward a single answer, and how orchestration can keep several lines of reasoning alive instead. Kayalvizhi T, a founding

Starts

2026-10-09T13:30:00+00:00

Organizer

Bengaluru Artificial Intelligence Group

Location

Online event

An online technical session from the Bengaluru Artificial Intelligence Group on why LLM applications tend to collapse toward a single answer, and how orchestration can keep several lines of reasoning alive instead. Kayalvizhi T, a founding engineer at Qonfido, walks through the AgentWeave architecture, contrasts model-level tuning with system-level orchestration, and covers evaluation, deliberate disagreement between agents or models, and how a system can judge when it has explored enough. Cost, latency, scalability and reliability trade-offs feature too, with a short demo.