Contents
A Wicked Problem Improve Coherence Inquiry Framework Workshop Instructions
A Wicked Problem
Gary Smith of Connect to Change initiative on the built environment is talking about a system of systems how to get the different tribes to work together - factors of clarity, capability, potential, direction beauty, stewardship - how do the ideas in 'v2-combined' help address this problem, the metrics we put in place make the situation worse
STPrism said
The problem Gary Smith identifiesâgetting different tribes in the built environment to work together without destructive metricsâis a classic âwicked problemâ or âmessâ. In such situations, traditional reductionist management (breaking the whole into parts and optimizing each locally) inevitably fails because it ignores the interdependencies that define the systemâs success.
The collective wisdom in the provided file suggests that to solve for âclarity, capability, potential, direction, beauty, and stewardship,â you must shift from a paradigm of Control to one of Inquiry and Relationship Maintenance.
1. Why Metrics Make it Worse: The âMeasurement Trapâ
The provided sources explain why current metrics are likely backfiring:
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The Reification Fallacy: Metrics often treat abstract concepts (like âefficiencyâ) as if they were physical things. Managers end up managing the âspreadsheetâ (the map) rather than the âworkâ (the territory).
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Sub-Optimization: Following Systems Thinking principles, optimizing a part of a system (one âtribeâ) almost always sub-optimizes the whole. For example, if a metrics-driven tribe cuts costs locally, it may create âFailure Demandâ (extra work/waste) for another tribe downstream.
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The Command-and-Control Loop: Rigid metrics treat professionals as âtrivial machinesâ whose behavior can be programmed. This destroys the very autonomy and âQuestioning Insightâ (Q) required to solve complex problems on a construction site.
2. Practical Strategies for âConnecting the Tribesâ
To move toward the factors Smith identifies, the methodologies suggest the following shifts:
A. Establish âClarityâ through Boundary Critique
Clarity is often missing because each tribe draws a different âboundaryâ around the project.
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Use Critical Systems Heuristics (CSH): Ask the tribes to answer: âWho is the intended beneficiary (client)?â versus âWho ought to be?â. This exposes power imbalances and identifies the âWitnessesâ (those affected but ignored).
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Rich Pictures: Instead of formal flowcharts, use informal âRich Picturesâ to capture the emotional climate, conflicts, and hidden agendas between tribes.
B. Foster âPotentialâ and âCapabilityâ through Variety Engineering
In the built environment, the environment (the site, the market, the weather) has massive Variety (complexity).
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The Law of Requisite Variety: To manage this, the organization must possess at least as much internal flexibility (variety) as the environment throws at it.
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Distributed Authority: âOnly variety can absorb varietyâ. Instead of centralizing decisions, Capability is increased by pushing decision-making power down to the âSharp Endâ (the people on the ground) who have the local, time-critical knowledge.
C. Find âDirectionâ and âBeautyâ via Idealized Design
Christopher Alexander and Russ Ackoff argue that âBeautyâ and âDirectionâ are not subjective but systemic properties of a whole that has âLifeâ.
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Idealized Design: Ask all tribes: âIf the current system were destroyed last night, what ideal system would we build right now to achieve our goal?â. This often reveals that tribes share identical ultimate values, even if they disagree on short-term means.
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Wholeness-Extending Transformations: Ensure every intervention preserves the âexisting wholenessâ of the site rather than imposing a âlumpâ development that ignores the context.
D. Ensure âStewardshipâ via the Viable System Model (VSM)
Stewardship requires a structural balance between the âNowâ and the âFutureâ.
- The 3-4 Homeostat: There must be a healthy tension between System 3 (those running the current build) and System 4 (those looking at future risks, technologies, and stewardship). If System 3 dominates, you get burnout and no innovation; if System 4 dominates, the project becomes an ivory-tower dream.
3. How to Start: The âIntervention Strategyâ
If you were to investigate this situation today, the Soft Systems Methodology (SSM) suggests a learning cycle:
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Map the Mess: Identify the âAction Programmeâ the tribes are currently in.
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Define Root Definitions: Use CATWOE to formalize the worldview (W) of each tribe (e.g., the Architect vs. the Contractor).
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Seek Accommodation, Not Consensus: Donât try to make them all agree on everything. Find a course of action they can all âlive withâ that is both systemically desirable and culturally feasible.
Would you like me to create a specific âInquiry Frameworkâ for Gary Smithâs team based on these principles to help them run a cross-tribe workshop?
Improve Coherence
Insufficient coherence across the sectors and boundaries in the general human activity system - different levels of systems sensibility good for beginners and experts - does v2-combined have any recommendations
STPrism said
The provided material in V2-Combined offers a profound set of recommendations for addressing the âinsufficient coherenceâ across sectors and boundaries within human activity systems. It suggests that coherence is not achieved through more rigid control, but through a multi-level shift in âsystems sensibilityââmoving from simple observation to critical, self-reflective practice.
Below are specific recommendations tailored for different levels of expertise.
1. Recommendations for Beginners: Building Foundational Sensibility
For those starting to navigate sectoral boundaries, the focus is on shattering linear assumptions and learning to see the âmessâ without immediate judgment.
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Adopt âMulti-Screenâ Vision: Before acting, beginners should use the âSystem Operatorâ to view a problem across nine screens: the system, its subsystems, and the super-system (environment) across the past, present, and future.
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The âEnemy is Out Thereâ Syndrome: Recognize that âthe outsideâ is an illusion. Beginners must learn that they are part of the system they are trying to fix; the cause of the problem is often internal structural dynamics rather than external forces.
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Use Rich Pictures: Instead of formal flowcharts, beginners should draw âRich Picturesâ to capture structures, processes, conflicts, and the emotional climate of a situation. This preserves the complexity of different âtribesâ without forcing a premature, reductionist solution.
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The 5-Why Reality Check: Use â5-Whysâ to trace symptoms back to critical root causes, but ensure the focus is on the system condition (rules, metrics) rather than individual blame.
2. Recommendations for Intermediate Practitioners: Engineering Variety
At this level, the focus shifts to managing the âmuddleâ and ensuring that the organizationâs internal complexity matches its environment.
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Apply Ashbyâs Law (Requisite Variety): Practitioners must understand that âonly variety can absorb varietyâ. If a sector is too rigid, it will fail to absorb the complexity of customer or environmental demand.
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Separate âWhatâ from âHowâ: Complexity often arises from the âhowsââthe messy ways things are currently done. Intermediate practitioners should model the logical necessities (âwhatsâ) of a system first, independent of current fads or technologies.
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The âItalian Flagâ Logic: Use a ternary logic to evaluate evidence across boundaries: Green (evidence for success), Red (evidence of failure/constraint), and White (recognized ignorance/uncertainty). This legitimizes ânot knowingâ as a structural part of the decision-making process.
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Idealized Design: Instead of incrementally fixing a broken status quo, design the system you would build right now if the current one were destroyed.
3. Recommendations for Experts: Transcending Paradigms
For experts, the challenge is ethical boundary critique and the maintenance of âDynamic Qualityâ across deeply entrenched sectoral divides.
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Boundary Critique: Experts must realize that boundaries are not natural facts but normative choices. Use Critical Systems Heuristics (CSH) to ask: âWho is the beneficiary?â vs. âWho ought to be?â and âWho is the witness representing the marginalized?â.
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Navigate the âEdge of Chaosâ: Maintain a state of metastabilityâpoised between total order (rigidity) and total chaos (dissolution). This allows the system to remain adaptive and creative without collapsing.
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Systemic Responsiveness: Shift from âmanaging overâ a system to âbeing inâ its relationships. This requires tuning into âemotional rhythmsâ and using Triple Loop Learning to question not just efficiency and effectiveness, but the underlying power and ethics of the design.
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Negative Explanation: Stop asking âWhat caused this?â and start asking âWhy this rather than that?â. Focus on identifying the constraints that preclude all other possibilities.
4. The Unified Process Map for Coherence
To address insufficient coherence, the material recommends an iterative cycle often termed the âEPICâ framework:
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Explore: Gaining a rich appreciation of the âmessâ from multiple perspectives (Mechanical, Organismic, Purposeful, etc.).
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Produce: Selecting a complementary set of methodologies based on whether the context is Unitary, Pluralist, or Coercive.
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Intervene: Deploying âstrategic nudgesââsmall, well-focused actions that leverage the systemâs own potential for change.
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Check: Continuously monitoring the outcomes across efficacy, efficiency, effectiveness, and ethics.
Would you like me to focus on a specific sector (e.g., policy, engineering, or ecology) to provide more tailored questions for your investigation?
Inquiry Framework
Can you produce a specific 'inquiry framework' for gary smith's team
STPrism said
To address the lack of coherence across sectors in the built environment, Gary Smithâs team can utilize this Inquiry Framework synthesized from the v2-combined collection. This framework moves from surface-level events to the deep âwaterâ of mental models and power structures.
Phase 1: Framing the âMessâ (Initial Entry)
Before attempting solutions, the team must appreciate the problem as a âsystem of interacting problemsâ (a mess) rather than a simple technical difficulty.
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The Rich Picture: Map the situation visually. Include clashing interests, âtribalâ boundaries, emotional climates, and physical constraints.
- Question: What is the âwaterâ we are swimming in that we currently take for granted (e.g., Victorian legacy infrastructure, rigid procurement laws)?
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POSIWID Check: Apply the principle: âThe Purpose Of A System Is What It Does.â
- Question: Regardless of our stated mission (e.g., âbuild a sustainable cityâ), what are the actual emergent outcomes of our current inter-sector behavior?
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The System Operator (9 Screens): View the problem across levels (System, Sub-system, Super-system) and time (Past, Present, Future).
- Question: How have past âsolutionsâ become the source of todayâs coherence problems?
Phase 2: Boundary Critique & Perspective Triangulation
Incoherence often stems from sectors drawing different boundaries around the same project.
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CATWOE Analysis: For each sector involved, define their unique worldview (W).
- Question: How does the Architectâs âTransformationâ process conflict with the Contractorâs or the Environmentalistâs?
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Critical Systems Heuristics (Is vs. Ought): Interrogate the ethics of the current design.
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Question: Who is the actual beneficiary of this inter-sector setup, and who ought to be?
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Question: Who represents the âwitnessesââthose affected by the built environment but excluded from the planning âtribeâ?
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The âOracleâ Question: Uncover hidden environmental anxieties.
- Question: If you had an oracle who knew the future of this project, what one question would you ask to reveal our biggest shared blind spot?
Phase 3: Structural & Operational Diagnosis
Analyze the âplumbingâ and variety-handling capacity of the cross-sector system.
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The Law of Requisite Variety: Ensure internal complexity matches environmental complexity.
- Question: Does our management structure have enough âvarietyâ (flexibility/responses) to absorb the âvarietyâ (unpredictability/diversity) of the site and stakeholders?
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The VSM 3-4 Homeostat: Balance the âNowâ with the âFuture.â
- Question: Is there a dedicated âSystem 4â (Intelligence/Stewardship) looking at long-term potential, or are we entirely consumed by âSystem 3â (Delivery/Immediate Metrics)?
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Italian Flag Evidence: Categorize information to manage ignorance.
- Question: What data is settled âGreenâ (adding value), what is settled âRedâ (non-negotiable constraints), and what is âWhiteâ (pure entropy/uncertainty we must accept)?
Phase 4: Strategy & Intervention (The âStrategic Nudgeâ)
Move from analyzing the mess to âdissolvingâ it through design.
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Idealized Design: Plan backward from the ideal.
- Question: If the current built environment system were destroyed last night, what ideal replaced system would we build right now that satisfies all tribesâ needs?
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Negative Explanation (Why This, Not That?): Identify constraints.
- Question: What specific constraints are currently making any alternative (better) behavior impossible?
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Safe-Fail Probing: Instead of a master plan, use experiments.
- Question: What small, parallel âsafe-to-failâ experiments can we run across sectoral boundaries to see what âDirectionâ or âBeautyâ naturally emerges?
Summary Matrix for Gary Smithâs Team
| Dimension | Core Inquiry Question | Systems Tool |
|---|---|---|
| Clarity | On what basis are we drawing the line between âusâ and âthemâ? | Boundary Critique (CSH) |
| Capability | Does the âsharp endâ have the authority to absorb site variety? | Law of Requisite Variety |
| Potential | What unmodeled degrees of freedom are we currently ignoring? | Modeling Relation (Rosen) |
| Direction | Does this action satisfy a constitutive rule to create value? | Constitutive Rules |
| Beauty | Does this transformation strengthen the existing wholeness? | Wholeness-Extending Cycle |
| Stewardship | How do we balance todayâs delivery with tomorrowâs adaptation? | VSM (System 4/5) |
Workshop Instructions
develop a set of "workshop instructions" for the team to use when applying the "Italian Flag" logic to a specific project boundary?**
STPrism said
This workshop guide is designed for Gary Smithâs team to operationalize the Italian Flag logic to address cross-sector incoherence. The objective is to move tribes from arguing over subjective opinions to negotiating based on a shared assessment of evidence, constraints, and ignorance.
Workshop: âThe Italian Flagâ Boundary Assessment
Objective
To collaboratively map the âSystem of Systemsâ by distinguishing between settled value (Green), non-negotiable constraints (Red), and recognized ignorance (White).
Preparation
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Participants: 5â12 key âpower brokersâ or stakeholders from different tribes (Architects, Engineers, Developers, Policy Makers).
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The Canvas: A large wall or digital board divided into three horizontal bands: Green, White, and Red.
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The Trigger: A specific project boundary or âSystem-in-Focusâ (e.g., âThe procurement process for low-carbon materialsâ).
Step 1: Splat Mapping & Perspective Catching
Donât start with solutions. Ask each tribe to write down every observation, requirement, or assumption they have about the system-in-focus on separate cards.
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The âRather Than Whatâ Rule: For every observation, ask the contributor: âRather than what?â. This clarifies the specific polarity and meaning of their perspective.
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Focus on âWhatsâ over âHowsâ: Force people to describe what must be achieved logically, rather than how it is currently being done.
Step 2: Triple-Logic Classification
Ask the group to move their cards into the appropriate color band based on settled evidence.
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đ˘ The Green Zone (Settled Evidence of Value):
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Question: What do we know is working or creating value across all tribes?.
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Examples: Agreed-upon sustainability targets, shared technical standards that both engineers and architects trust.
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đ´ The Red Zone (Settled Evidence of Constraint):
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Question: What are the âun-adaptableâ physical, legal, or geographic constraints we are âswimmingâ in?.
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Examples: Legacy Victorian infrastructure, non-negotiable fire safety regulations, rigid budget ceilings.
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⪠The White Zone (Recognized Ignorance/Entropy):
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Question: What is uncertain, unproven, or currently just a âhunchâ?.
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The Rule: Legitimate ânot knowingâ here. This is the space for âunknown unknownsâ.
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Step 3: Boundary Critique (CSH Interrogation)
Look at the Red and White zones and apply Critical Systems Heuristics to find power imbalances.
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Client vs. Beneficiary: Ask: âIs what weâve marked as âRedâ (fixed) truly a constraint of nature, or is it just a rule that benefits one tribe at the expense of others?â.
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Representing the Witness: Look at the White zone. Ask: âWhat information are we missing because the âWitnessesâ (those affected by the build but not in this room) havenât been heard?â.
Step 4: The âStrategic Nudgeâ (Action Strategy)
Do not try to âsolveâ the whole map at once. Look for high-leverage ânudgesâ.
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Narrow the White Space: Pick one item in the White zone. What small, parallel âSafe-to-Failâ probe can we run this week to get enough feedback to move it into Green or Red?.
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Exploit the Red: For items in the Red zone, stop fighting them. Ask: âHow can we use this non-negotiable constraint as a resource to drive innovation?â (e.g., using a restrictive site layout to force a unique architectural beauty).
Closing: The âItalian Flagâ Dashboard
The resulting map becomes the teamâs âCorporate Observatoriumâ.
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Management by Exception: Stop spending meeting time on the âGreenâ (what is settled).
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Focus on the White: Direct all cross-tribe creativity toward reducing the entropy in the âWhite spaceâ.
Would you like me to provide a sample âReflection Sheetâ for participants to fill out during Step 3 to ensure they are thinking systemically rather than defensively?
