Research & Papers

ECHO: An Open Research Platform for Evaluation of Chat, Human Behavior, and Outcomes

This open-source tool could finally settle the AI vs. Google debate for good.

Deep Dive

Researchers have launched ECHO, an open platform for running reproducible studies that directly compare human interaction with conversational AI (like ChatGPT) and traditional web search engines. It integrates surveys, chat/search sessions, and writing tasks into one low-code framework, logging fine-grained interaction data. The tool aims to lower technical barriers, allowing scalable research into learning, decision-making, and user experience across different information access methods from a human-centered perspective.

Why It Matters

Standardized testing could reveal which AI models truly help users learn and make better decisions compared to search.