TechFlow news, May 24 — According to Swarms' disclosure on the X platform, a new AI evaluation system named "Council Of Judges" has been launched, designed to enhance agent response quality through collaborative assessment. The system employs multiple specialized AI agents working together to evaluate and improve response content, significantly reducing errors and increasing accuracy.
The system uses six specialized evaluators, each examining different aspects of responses: accuracy (verifying factual claims and source reliability), usefulness (assessing practical value and effectiveness in problem-solving), and harmlessness, among others.
Technically, the system operates via a parallel processing architecture, enabling simultaneous evaluations, optimizing resource utilization (using 75% of available processing capacity), and maintaining efficiency through intelligent caching.
