INDEPENDENT POLICY & RESEARCHConceptual framework Edition 0.16.4
Present-day tabletop scenario

Diesel planning after data withdrawal

One country stops sharing during a civilian diesel disruption. The process must preserve local capability and show the resulting uncertainty.

Hypothetical exercise · Reviewed 9 November 2026

The exercise deliberately removes the shared channel. It asks which local functions continue and whether either a human process or AI output invents missing information. Successful cooperation must remain voluntary in practice.

Questions worth examining

Generated tabletop brief · Mutual AI Resilience

United States · China · Russia: diesel & distillate continuity

Shared data channel unavailable · 3-day exercise · Test independent local operation

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

The scenario

One participant withdraws or the shared reporting channel becomes unavailable during a civilian disruption.

The question: Which local functions continue, what information is missing, and what permission is needed to resume sharing?

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

A technical gap can be mistaken for hostile intent. Explicit acknowledgment of the gap and retained local capability could reduce avoidable pressure and unsupported allegations.

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
No shared information
Working relationship
Limited working contact
Legal & institutional authority
Not established for this exercise
Local independence
Essential local functions retain a fallback
Primary civilian objective
Test independent local operation

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

Review. No shared information is available. Cross-border reconciliation cannot run as described; examine local fallback and a separately authorized route to clarify the gap.

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

What participants could share

  • No shared record under this assumption; retain a local account of missing information.

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. Record that the shared information is unavailable; keep missing observations visibly missing.
  2. Continue essential local functions through the agreed fallback and record any dependence that prevents this.
  3. Seek clarification only through a separately authorized human channel; do not infer intent from silence.
  4. Reassess consent and the permitted information scope before proposing renewed exchange.

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.
  • Local continuity, missing data falsely filled, and time to acknowledge the gap.
  • 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.
Design resilient services and independent fallback