INDEPENDENT POLICY & RESEARCHConceptual framework Edition 0.16.4
Scenario Studio · Examine the assumptions

Build the scenario.
Compare what changes.

Explore a present-day civilian cooperation problem from each country’s perspective. Change the participants, commodity, disruption, evidence, and decision conditions. Save up to four briefs and compare the assumptions side by side.

Illustrative tabletop scenarios · Dated context reviewed 9 November 2026
Generated tabletop brief · Mutual AI Resilience

United States · China · Russia: diesel & distillate continuity

Disputed supply warning · 3-day exercise · Maintain essential civilian continuity

MARHUMAN DECISIONSU.S.Authority stays localChinaAuthority stays localRussiaAuthority stays local
Illustrative information relationship · no live systems connected

The scenario

A widely repeated civilian supply claim appears to come from one original source. Independent confirmation is missing.

The question: Which observations are independent, and which reports repeat the same claim?

A crude-oil commitment cannot fill a diesel requirement. Review finished-product suitability, accepted quantity, receiving capacity, and lawful delivery separately.

What each country could gain

These are conditional gains to test, not observed national results. Participation does not require a commercial transaction between every country.

United States

The possible gain

Freight, agriculture, and essential-service planners could distinguish usable diesel from an unconfirmed offer, reducing avoidable dispatches and planning revisions.

Contribution, authority, and trade-off
What it could contribute

Approved civilian demand summaries, product requirements, public disruption notices, and human-reviewed corrections.

What it would retain

U.S. authorities and operators retain regulatory, commercial, safety, and participation decisions.

What needs scrutiny

Protect commercial information, avoid reliance on an unverified foreign report, and account for the staff needed to review AI output.

China

The possible gain

Approved suppliers and buyers could clarify finished-product requirements earlier, reducing rejected documentation or unsuitable offers while retaining domestic allocation decisions.

Contribution, authority, and trade-off
What it could contribute

Approved buyer or supplier requirements, civilian logistics summaries, and clarification of permitted product and document categories.

What it would retain

Chinese authorities and operators retain domestic supply, import, export, safety, and information-sharing decisions.

What needs scrutiny

Protect commercial information and domestic priorities; assess whether the process shifts delay or cost onto Chinese participants.

Russia

The possible gain

Eligible civilian participants could distinguish permitted commitments from expressions of interest, improve the record of accepted supply, and identify local civilian needs without assuming new market access.

Contribution, authority, and trade-off
What it could contribute

Where permitted, approved civilian needs or offers, document clarifications, and confirmation of what has actually been accepted or received.

What it would retain

Russian authorities and operators retain their decisions; every other participant retains its own applicable legal and commercial requirements.

What needs scrutiny

Eligibility, counterparties, services, finance, and information access need separate review. An offer must not be treated as permission or delivered supply.

How cooperation could reduce escalation

Repeated claims can look like corroboration and prompt public blame. Checking provenance could create room for clarification before consequential political choices.

The proposed intermediate result is better-supported clarification and a usable civilian channel. A reduction in the chance of war would remain unproven.

Examine the assumptions

Evidence available
Conflicting approved records
Information-sharing boundary
Public information only
Working relationship
Limited working contact
Legal & institutional authority
Not established for this exercise
Local independence
Essential local functions retain a fallback
Primary civilian objective
Maintain essential civilian continuity

Review. Authority is not established. A hypothetical brief does not authorize participation, disclosure, payment, transport, or a transaction.

Review. Approved accounts conflict. Preserve both and obtain qualified independent review; an AI summary cannot settle the disagreement.

What participants could share

  • Only public records with source, observation time, revisions, and uncertainty.
  • A public claim does not establish an accepted commercial commitment.

Share the minimum approved information. A public source is not a substitute for authority to use or redistribute information for a new purpose.

The cooperation process

The same authorized record and human decisions, with AI-assisted document comparison, reviewed translation, and inconsistency checks.

  1. Agree on the civilian question, participants, permitted records, and human decision rights.
  2. Preserve source dependencies and present unconfirmed claims as unconfirmed.
  3. Use AI to draft comparisons or reviewed translations; check every material claim against original records.
  4. Allow each participant to challenge a finding and record unresolved disagreement.
  5. Authorize local decisions separately, confirm actual receipt or continuity, and test the fallback.

The role of AI

AI drafts or flags material for responsible human review; originals and competing accounts remain available.

The trade-off

Potential review assistance comes with model error, automation bias, provider dependence, and added verification costs.

Optional quantity check

Optional quantity check: enter demand, confirmed usable supply, and usable delivery capacity in the same daily unit. The tool will show transparent arithmetic from your inputs.

What would show that it helped?

  • Usable diesel received for an authorized civilian purpose; unsuitable offers, missed deliveries, and burdens shifted elsewhere.
  • Unsupported attributions, duplicated sources counted as evidence, and time to correction.
  • Unsupported accusations, correction time, and whether human recipients acknowledge the correction.
  • Review cost, disclosure errors, unequal burdens, and local performance when the shared channel is removed.

Compare current exercise practice, structured cooperation without AI, and MAR with the same evidence, physical resources, information-release times, and evaluation criteria.

What this brief cannot establish

  • These gains and escalation pathways are proposed, not observed national outcomes.
  • A clearer record cannot create supply, transport capacity, permission, political consent, or product suitability.
  • No automatic price, revenue, recovery-time, or war-risk improvement is assigned to AI.
  • Compare the same evidence and physical resources across all three approaches.
02 / Compare the choices

Same problem.
Different assumptions.

Save two to four configurations or create a controlled comparison of the three approaches. Look for changed conditions, country benefits, review requirements, and additional burdens.

Comparison slots are stored locally in this browser when available. Nothing is sent to a server.

The comparison will appear here after you save at least two scenarios.

12 detailed starting points

Start with a concrete question.

Read a complete scenario, then open it in the studio and change the assumptions.

12 starting scenarios

How the generator and comparator work

The studio assembles an explicit tabletop brief from selected, published scenario components. It runs locally in your browser. It has no live intelligence feed, external AI call, or model of what a government will do.

Every configuration records the participants, civilian subject, disruption, cooperation approach, evidence, information boundary, working relationship, authority assumption, local fallback, objective, and horizon. A country benefit is a proposed mechanism to examine, not a country forecast.

Rule checks flag missing authority, prohibited transaction-dependent activity, absent sharing, unconfirmed or conflicting evidence, contested contact, and dependence on the shared channel. They do not certify legal compliance, truth, safety, or readiness.

The comparator displays differences between records. “Compare three approaches” keeps the other inputs identical and changes only the process: fragmented exercise baseline, structured cooperation without AI, and MAR. No numerical uplift or effectiveness ranking is assigned.

Examine the original 20 research hypothesesPlan a resilience test and record what it shows

What the optional quantities calculate

Feasible per day = minimum of demand, confirmed usable supply, and usable delivery capacity.

Unmet demand is the non-negative difference between demand and that feasible quantity. Period totals multiply the daily quantities by the exercise days. Demand coverage is feasible quantity divided by positive demand; it is undefined when demand is zero.

This is a simple arithmetic ceiling using your inputs. It does not model inventories over time, prices, trade eligibility, product blending, processing, national allocation, or delivery probability. Quantity values are never inferred from a country’s name or changed automatically by the AI setting.

Dated context and source limits

Present-day scenarios are hypothetical exercises reviewed on 9 November 2026. Source publications describe different historical periods. An older country brief is not a current supply feed; a forecast is not an observation. The source list supports the background only, not MAR effectiveness.

Read the permission and participation context