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WorldbyFlow for defense think tank fellows

The honest half of any research paper is what could not be established, and it is the half most tools skip. WorldbyFlow's Inquiry re-checks each material claim adversarially and returns a ledger of what held, what is contested and what remains open, written to a register a reviewer will recognize.

Written for Research fellow at a security or foreign policy institute.·Runs in the Defense domain

Start with this one

Where this fits in your week

A fellow's output is argument built on a record, and the record is the part that takes the time. The scans here shorten it without softening it: an adversarial inquiry on the paper's central question, a map of the stated positions of the actors, a map of where the genuine uncertainty sits, a plan for what would falsify the thesis, and a literature review that treats disagreement between scholars as a finding.

Lead scan

Inquiry

15 credits · deep research · about 3–6 min

The paper's central question re-checked claim by claim, adversarially, with a verification ledger at the end: what held, what is contested, what could not be established. The research half of a monograph.

Try it on: a subject you already hold an opinion about, so you can grade the result against what you know.
4 more scans that fit this role

Stakeholder Positions

2 credits

Every stakeholder's stated position on a question, with its leverage and the evidence for it. Drawn from documented positions rather than assumed alignments.

Try it on Ukraine's NATO membership · US arms sales to Taiwan · AUKUS

Uncertainty Map

3 credits

Where the real uncertainty in a question sits, separated from what the field already agrees on. It keeps the paper on the open part.

Try it on A Chinese blockade of Taiwan · Russia's nuclear doctrine · Iran's nuclear programme

Falsification Plan

3 credits

The tests that would prove the thesis wrong, named before publication. The section a good reviewer will ask for.

Try it on Nuclear deterrence prevents great-power war · Sanctions change regime behaviour · Drones make armour obsolete

Literature Review

4 credits

What the scholarship says, with disagreement between authors treated as a result rather than smoothed over. The literature section, honestly sourced.

Try it on What deters a nuclear-armed state · Whether sanctions change state behaviour · What decides insurgency outcomes
A working path

From a first run to a result you can hand over

The order matters. The first read gives you the structure; the next ones fill the parts that are hardest to source by hand.

01

Open with Uncertainty Map on the paper's question

Before spending on the deep read, see which parts of the question are genuinely open. The paper often narrows itself here.

3 credits
02

Run Literature Review on the narrowed question

What the field has established and where it disagrees. Check whether the disagreements it reports are the ones you know about.

4 credits
03

Run Inquiry on the central claim

The adversarial re-check. Read the "could not be established" list first; it is the section that will make the paper honest.

15 credits
04

Red Team the draft

One pass that argues against the thesis the way your sharpest colleague would, before the seminar does.

1 credit
The research bill for this path
3 + 4 + 15 = 22 credits · a Standard plan carries 20 a month
What comes back

A result whose claims carry their grades

Sourced, not asserted

Every figure and quote links to where it came from. A claim the scan could not source is marked as such rather than dressed up.

Verified or grounded
Reported or attributed
Contested
Open question

Ready to hand over

Export the inquiry as a PDF with its ledger, or cite its sources directly in BibTeX or RIS for the footnotes.

Built to be argued with

Ask a follow-up question of any result, or run a Red Team pass that tries to break its own conclusions before someone else does. How the grades work →

See one

Research already published in this shape

U.S. Munitions Stockpiles, Iran War Costs, and Taiwan Demand Unknowns

Read the research →

The three headline figures the public debate treats as knowable — exact remaining U.S. munitions stocks, total Iran war cost, and Taiwan contingency munitions demand — sit on three different points of the reducibility…

Uncertainty Map · September 3, 2026
Try it

Run Inquiry on something you already know

The fastest way to judge the result is to pick a subject you know cold and read it against what you know. If a colleague sent you here with an invitation, the credits land on your account when you sign up.

Start with Inquiry →Standard plan from $10/mo · 20 credits · all plans
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