PROJECT 02 / AI search · Monitoring
Research Lab
A separate place to investigate public sources and sample Doubao answers.
Explore interactive demo (fictional data) ↗
01 / THE PROBLEM
A single AI answer says little about where a recommendation came from or whether it can be repeated.
02 / WHAT TOOK SHAPE
A research tool that keeps sources, investigation snapshots and sampling results. Local tests checked the database and a bridge to GEO Copilot; ongoing live sampling has not yet been confirmed.
03 / MY PART
I framed the monitoring questions, tested workflows and reviewed the results. AI handled most of the code implementation.
04 / STILL LEARNING
Traceable sources and repeatable sampling matter more than one impressive answer.
A concise public account. Private client details and outcomes that have not been checked are left out.