Jawn Lam

The Master Diagram

Power & PoliticsEssay2 min read

The ADAPT Loop is a closed-loop model of how a strategic actor decides, acts, and learns. It depicts the full cycle on a single page, organized into two zones: a planning region inside the actor's head, where intent is formed, and a consequence region in the real world, where reality responds and the actor reassesses. The two are connected by a single thread of action, and the result of one cycle becomes the starting condition of the next.

The master diagram, terse and decoded

Drawn tersely, the diagram leaves four things unsaid: which zone is planning and which is consequence, what the six matrix cells mean, where the two return loops land, and that utility names three different quantities. Switch to Decoded to see each one spelled out.

Planning: inside the actor's head, reversibleConsequence: out in the world, irreversibleAAgendaDDecideAActPPerceiveTTrackYesYesNo: rescopeNo: rescope or rebuildthe selection's U(PP)resource loopresource loop → Resourceslearning looplearning loop → InterestActorActorthe person or groupactingAgendaAgendatheir long-termambitionInterestInterestwhat they careabout right nowObjectiveObjectivea concrete aim topursueGoalGoalthe specific resultthey wantTargetTargetwho or what theymust moveResourcesResourcesmoney, time,clout, infoEnoughresources?CapabilitygateEnough resources?OptionsOptionsthe possiblemovesdecision matrixDecision matrix: utility is benefit minus costPPPreferredpositionAAAdversealternativeBBenefitB(PP)B(AA)CCostC(PP)C(AA)UUtilityU(PP)U(AA)SelectionSelectionthe move you commit toActionActionthe chosen moveComponentsComponentsit plays out inpartsActual effectActual effectwhat reallyhappensExpected UExpected utilitythe matrix predictionActual UActual utilityreal value versustargetPerceived UPerceived utilityyour belief about itPerception gap = Actual U − Perceived UPerception gapActual U − Perceived U: real value versusbelieved valueObservationObservationwhat the actor seesOutcomeOutcomethe settled result

Planning: inside the actor's head, reversible

  1. AAgenda

    1. Actor the person or group acting
      • → Agenda
    2. Agenda their long-term ambition
      • → Interest
    3. Interest what they care about right now
      • → Objective
    4. Objective a concrete aim to pursue
      • → Goal
    5. Goal the specific result they want
      • → Target
    6. Target who or what they must move
      • → Capability gate

  2. DDecide

    1. Resources money, time, clout, info
      • → Capability gate
    2. Capability gate Enough resources?
      • Yes → Options
      • No: rescope or rebuild → Actor
    3. Options the possible moves
      • → Decision matrix
    4. Decision matrix each option scored if it succeeds and if it fails
      • Benefit B(PP), B(AA)
      • Cost C(PP), C(AA)
      • Utility U(PP), U(AA)
      • → Selection
      • The selected option's U(PP) becomes the expected utility
    5. Selection the move you commit to
      • → Action

Consequence: out in the world, irreversible

  1. AAct

    1. Action the chosen move
      • → Components
    2. Components it plays out in parts
      • → Actual effect
    3. Actual effect what really happens
      • → Three utilities

  2. PPerceive

    1. Three utilities expected, actual, and perceived
      • Expected utility the matrix prediction
      • Actual utility real value versus target
      • Perceived utility your belief about it
      • → Perception gap
    2. Perception gap Actual U − Perceived U: real value versus believed value
      • → Outcome

  3. TTrack

    1. Observation what the actor sees
      • Learning loop → Interest
    2. Outcome the settled result
      • → Observation
      • Resource loop → Resources

Select a beat to see what happens in it.A: Agenda. Form the aim: who acts, and why.D: Decide. Check capability, weigh the options, commit.A: Act. The move crosses irreversibly into the world.P: Perceive. Reality responds, and the actor reads the result.T: Track. Carry resources and lessons into the next round.

The diagram is information-rich and worth studying directly. But it asks the reader to infer several things it never spells out.

The two zones are not labeled

The upper region is the planning zone: everything inside the actor's head before action. The lower region is the consequence zone: what happens once action enters the world. The distinction is critical, but the diagram leaves it implicit.

The decision matrix is shorthand

The cluster of cells reading B(PP), C(PP), U(PP), B(AA), C(AA), U(AA) compresses a comparison the diagram never explains. These six cells score two scenarios (Preferred Position and Adverse Alternative) on three measures: Benefit, Cost, and Utility. Once decoded, the matrix is the most useful element on the page. Encoded as it is, most readers skip it.

The return loops have unmarked destinations

The two paths from the consequence zone back to the planning zone, one from outcome back to resources and one from observation back to interest, carry the framework's most important claim: that each cycle's result is the next cycle's starting condition. These are the T in ADAPT, and the diagram leaves the reader to guess where they land.

"Utility" appears three times, meaning three different things

The word names three different quantities the diagram presents as if they were one: what the actor expected, what reality delivered, and what the actor believes they got. Distinguishing them is the framework's single most important discipline, and the source of most strategic error when the distinction collapses.

None of these are flaws in the framework itself. The framework is sound: it captures something real about how deliberate action plays out under uncertainty. The diagram is just terse. The rest of this series is an annotated, decoded version of it, useful both for first-time readers and for anyone who wants to apply the framework with discipline rather than impression.