56 questions the assistant answers from federal data.
Click one to ask it. Every figure it gives you comes from a tool call made in
that conversation, not from memory.
These are the questions the assistant is warmed for, so they return
immediately. Anything else works too — it just takes a moment longer while
the model does the work.
The central finding
What the site argues, and how firmly.
The domestic pipeline
Whether America trains its own STEM talent, and what a degree pays.
Work visas
OPT, the H-1B cap and the routes around it.
After the degree
Green cards, and whether people stay.
Fields and programmes
Where the concentration actually sits.
Institutions
Individual universities and how they compare.
Public money
What federal funding buys, and for whom.
Visa mechanics
How the categories work.
The hard questions
Where the argument is weakest, asked plainly.
Method and limits
Sources, definitions, and what cannot be answered.
What it will not do
It will not give you a figure it cannot source, and it will say so rather
than estimate. Three limits come up often: cap-exempt status is not published
by USCIS, so no employer-level count of it exists; IPEDS counts degrees rather
than people, so progression figures are ratios between two populations; and no
federal source records graduate applications or admissions, so whether
domestic applicants are declining, being declined, or not applying cannot be
answered from published data.