INDEPENDENT POLICY & RESEARCHConceptual framework Edition 0.16.4
Role pathway · Equal public access

Cabinet agencies and public administrators

Use transparent evidence, explicit constraints and reproducible calculations to examine civilian policy. This pathway changes the questions and tool selection; it does not change the mathematics or grant decision authority.

Six relevant policy questions

Prepare a reviewable policy brief

State the question, affected civilian service, geography and period. Separate dated observations from assumptions. Identify the current baseline and a structured non-AI alternative. Record resources, lawful authority, burdens, fallback and the evidence that would change the decision.

Report unknown costs as unknown. Preserve conflicting claims with their original sources. Obtain the relevant human review before using a calculation to support a public decision. Campaign and candidate research is limited to public policy analysis, not voter profiling or personalized persuasion.

Prepare an executive briefExamine the original MAR assumptions

Relevant calculation engines

CORE-002 · Operational arithmetic / checklist

Serial service bottleneck

What is the theoretical service ceiling of this serial chain for one common period?

Unit: matching service units per declared period. Validation: computational unit tests; no empirical calibration.

Open calculator & method
CORE-005 · Operational arithmetic / checklist

Evidence provenance graph

How many declared traceable origin clusters support these reports, and which origins remain unknown?

Unit: records. Validation: computational unit tests; no empirical calibration.

Open calculator & method
CORE-008 · Operational arithmetic / checklist

Pareto trade-off comparison

Which complete alternatives are no worse on every declared dimension and strictly better on at least one?

Unit: separate declared dimensions. Validation: computational unit tests; no empirical calibration.

Open calculator & method

Sources and review practice

Does this pathway recommend a political party or candidate?

No. The same inputs and methods produce the same results for every user. No endorsement, voter profile or election prediction is generated.

What if the evidence is incomplete?

Keep missing values unknown, disclose the gap and use the result only within its stated scope. A planned module is not an operational prediction.