Learning library
Guides for reading AI research carefully
Reviewed evergreen guides for interpreting evidence, debate, risk review, and the Portfolio Manager rating before you act on a report. They teach a reading order. They do not replace a finished report or tell you what to buy.
How to use this library
Start with the date and the listing, then read evidence, then the debate, then the rating. The six guides below follow that order. Use them when a public report looks conclusive and you need a slower pass, or when you are about to start a job and want the boundaries in view.
What these guides are not
They are not model rankings, trade signals, or a second research graph. They do not update when a single report is published. When the hosted method or rating scale changes, the editorial note at the bottom is the place that should move.
Suggested reading order
You do not need every guide every time. If you only open one, read the first. If a report’s ticker or date looks wrong, skip ahead to identity or analysis-date.
Research guide
How to read a multi-agent equity research report
A practical order for reading evidence modules, Bull/Bear debate, risk review and the Portfolio Manager five-tier rating.
Read guide→Research guide
Why analysis dates and data boundaries matter
How a visible time boundary protects historical research from quietly using future information.
Read guide→Research guide
How to interpret Bull and Bear research
Read opposing research as an assumption map, not as two predictions to average.
Read guide→Research guide
A verification checklist for AI research
Five checks that turn an AI-generated report into an input you can evaluate rather than a conclusion to copy.
Read guide→Research guide
Tickers, exchanges and company identity
Why a ticker alone is not always enough to identify a research target across markets and providers.
Read guide→Research guide
Portfolio Manager five-tier ratings explained
What Buy, Overweight, Hold, Underweight, and Sell mean on TradingAgents Report public pages—and how they differ from the Trader’s intermediate action.
Read guide→
Read published reports→See the hosted method→Read the TradingAgents paper→