INDEPENDENT POLICY & RESEARCHConceptual framework Edition 0.16.4
Fair comparison

Keep resources equal.
Let the evidence differ.

Compare current fragmented arrangements, structured human-only cooperation and MAR. Hold staffing, physical resources, information dates and evaluation criteria equal. Enter measured differences explicitly.

Changing the label does not improve capacity, speed, error rates or confidence. Enter measured differences explicitly.
Comparison conditions and human review
Record budget, staffing, resources, information release dates, scenario conditions and evaluation criteria. Material differences can make options not comparable.

This declaration is not legal certification. Blocked, pending or assumed gates stop transaction-dependent evaluation.

Keep units consistent within each table. Enter zero when the amount is known to be zero. Leave optional amounts blank when they are unknown. If a required value is missing, the calculator will ask for it.

Advanced: complete input envelope and optional fields

Edit optional fields using the method dictionary. Apply validates and recalculates the entire input. Unknown values remain null.

Import local JSON or CSV

Files stay in this browser. Maximum 1 MiB. JSON imports are recalculated. CSV supports flat observation tables, with column types taken from the displayed fixture. Empty cells become null.

Compare the arrangements

Keep physical resources and evaluation conditions equal. With identical inputs, all three approaches produce identical arithmetic. The comparison refuses material differences in declared conditions; it does not verify those declarations.

Privacy: comparison inputs may contain sensitive notes or operational details. Storage is off by default. Do not enter personal records or sensitive infrastructure details. Reproduction exports include supplied inputs and notes, including raw small-cell inputs suppressed from CORE-009 result tables. Suppression of displayed results does not make a reproduction export safe to publish.

Executive brief and reproducible export

Review for personal, confidential or sensitive material before saving or sharing. No automatic submission occurs.

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