TriAgent: Divergence-Aware Multi-Agent Committees for Cost-Efficient Financial Sentiment Analysis

Name: TriAgent: Divergence-Aware Multi-Agent Committees for Cost-Efficient Financial Sentiment Analysis
Uploaded: 2026-10-22T05:21:59.920841+00:00
Duration: 365 s
Description: TriAgent is a three-tier committee for financial sentiment analysis using word, sentence, and cross-sentence models. It uses a Semantic Divergence Index (SDI) to route queries efficiently across these tiers, balancing performance and cost. This approach yields superior risk-adjusted returns and serves as an effective hallucination detector.

TriAgent is a three-tier committee for financial sentiment analysis using word, sentence, and cross-sentence models. It uses a Semantic Divergence Index (SDI) to route queries efficiently across these tiers, balancing performance and cost. This approach yields superior risk-adjusted returns and serves as an effective hallucination detector.

Open the full episode