April, 2026
Most AI is built to save you from thinking. This one is built to return you to it.
A first step into research, for students who were never shown one.
AI can shrink your thinking or stretch it.
The AI-homework moment is here, and most tools are designed to meet it — they write the outline, smooth the argument, and hand back a finished paragraph. Arbiter is built on the opposite premise: that a student who has never engaged with a research question needs to encounter one, not outsource it.
When you search Arbiter, you get evidence. Not a summary that sounds confident, but a set of papers — some that support the claim, some that challenge it — drawn from the journals business faculty actually cite. An annotation explains what each journal is, why its rank matters, and how to read the evidence weight score. You do the interpreting.
That is the point. The tool teaches research literacy by requiring it, not by performing it for you.
What it is. What it isn't.
What it is
Arbiter is a first step into research. If you have a question — about leadership, market concentration, or how culture shapes strategy — and you want to know what the academic evidence says, this is where you start. It searches over three million papers from ranked business journals and returns a synthesis: papers that support the argument, papers that complicate it, and enough annotation to understand what you are looking at.
What it isn't
Arbiter is not a systematic-review tool — a formal, PRISMA-style method where researchers exhaustively gather and assess every relevant paper on a question, the standard used in meta-analyses and clinical research. It is not a replacement for your university library database, a citation manager, or the last stop on a research journey. Think of it as the reading list your lecturer would have curated if they had time to explain why each source matters.
The on-ramp I wished had existed.
I built Arbiter because business students are handed two options: Google Scholar, which has no quality filter, or library databases, which assume you already know what a journal tier means. Neither teaches you how research works. I wanted a third thing — a tool that puts you in front of evidence and explains what you are seeing, without expecting you to already know the vocabulary.
My name is Josh Gonzales. Arbiter is one of several instruments I build at Opus Vita, a studio for research and education tools. The mission there is the same as the mission here: make researchers extraordinary.
— J.G.
A scaffold, not a shortcut.
Arbiter works best as an assignment tool, not a research tool. Assign it for assessments that require peer-reviewed sources — from FT50, ABDC, or AJG-ranked journals. Students encounter the journal tier system in context, on a result they are actually using, which is more durable than a methods lecture they will have forgotten by the following week.
It is not built for systematic reviews or publication-standard literature searches. For classroom use, example assessment language, and how to get your students set up, see the full guide.