The Root Problem — 30-Year Research Arc
THE PROBLEM OF REMIX: how does value move from the irreplaceable encounter — the secret recipe — to the reproducible copy that circulates across cultural systems? And who governs the line between the copy and the thing that cannot be copied, that is, its autopoietic identity.
First circumambulated in a 1995 New Venture Creation course at UBC Sauder (prediction market for indie bands as a proto-NFT governance mechanism). The three papers address this problem from three different focal lengths, with Chapter 5 showing the framework operating in an uncontrolled real-world context.
Dissertation Architecture
Five Chapters
Three peer-reviewed papers (Chapters 2–4) framed by a methodology introduction (Chapter 1) and an applied ecosystem conclusion (Chapter 5). All five chapters develop simultaneously in Moggridge's non-linear design modes; the narrative is assembled from portfolio components.
Introduction · Methodology
The Root Problem and the S/E/E/D Methodology
Establishes the 30-year circumambulation structure (Brown / Seeley Brown's "radical research / bend your lenses") and introduces S/E/E/D — Study / Explore / Evaluate / Design — as a Flynn (2010) refinement of Moggridge's (2007) non-linear design process model. S/E/E/D maps onto Wartofsky's three artifact levels: Study (primary), Explore (secondary), Evaluate (tertiary), Design (synthesis via Engeström's double stimulation).
Introduces the |F|D|S|L| schema (Food · Drink · Sound · Light) as the governing experience design framework, and provides an overview of the five-lens convergence that Paper 3 develops in full.
Paper 1 · TIM Review · RPV Resources Layer · Sound Register
Miscategorized by Design: A Theoretical Correction to IDEO's DFV Framework
IDEO's Desirability / Feasibility / Viability framework correctly identifies three dimensions of innovation but miscategorizes all three. Using Christensen's RPV theory — reconceptualized as a coordinated system of analytical lenses (Flynn, 2010) and grounded in Beer's Viable System Model — this paper proposes the correct reordering and tests it against the Stratalab™ platform deployment in the Sound register.
Diagnostic case: Rockaoke Live! featuring The Naturals passed all three DFV tests and collapsed anyway. RPV diagnoses it correctly: a Resources-layer failure. The Naturals dissolved as a performing unit — the irreplaceable human practitioners whose cult value the platform concentrated in one group, rather than distributing across a stable community. DFV's Viability category is miscategorized as economic sustainability rather than as a Values question about what the system is organized to produce and protect.
The structural solution: Megaband™ distributes musician cult value across a registered community. Audiofish™ is the proposed digital platform with a fish.audio Siri-style agentic AI voice interface as the Mitacs architecture target. Norman (1988) affordance theory is the theoretical warrant for the interface design at the Tool Layer.
↳ Working draft in development · Flynn (forthcoming-a)Paper 2 · TIM Review · RPV Processes Layer · Food + Drink Registers
Variety Engineering in Hospitality Platforms: A Cybernetic Case Study of TableSet
Hospitality platform design in the Food and Drink registers is a variety engineering problem in Beer and Ashby's precise sense — at the RPV Processes layer, where resources (chefs, bartenders, kitchens, ingredients) are assumed present but the governance of the encounter between professional cult value and guest preference remains unsolved.
The exchange value app is the attenuation mechanism: it mediates between the chef's irreplaceable culinary identity and the guest's preferences, specifying pattern (which concept, which professional, which property) while delegating content to local professional decision. Two matched professionals bear distinct cult value: the chef (Food register) and the bartender (Drink register), whose cult value operates in two simultaneous modes — pairings (amplifying or counterpointing the food) and transitions (marking movement between course-worlds).
Narrative arc: From the Stratalab™ pivot — authorized by Anthony Bourdain as the tertiary artifact who names the structural homology between musician and chef cult value ("rock and roll chef" as a precise theoretical claim, not a metaphor) — into the TableSet platform.
↳ Working draft in development · Flynn (forthcoming-b)Paper 3 · TIM Review · Theoretical Synthesis · All Registers
The Autopoietic Mirror: Lenses, Layers, and Tertiary Artifacts
Five independently developed analytical frameworks are five lenses on the same three-layer autopoietic structure. The structural homology is not coincidental — it points toward something real about how human systems organize tools, practices, and meaning. The five lenses: Wartofsky's three-level artifact theory (1979); Engeström's expanded activity triangle (1987); Christensen/Flynn RPV (2004/2010); Beer/Ashby variety engineering (1956/1973); Benjamin/Flynn exchange value framework (1935/2006).
The paper develops three orderings of one structure (RPV diagnostic / PRV pedagogical / PSL governance), the ARIES certificate as encoded theory, the |F|D|S|L| schema with its internal vertical stack architecture, the AI commodification argument (Stage 2 commodifies tertiary artifacts; curatorial judgment is now the genuinely scarce capability), and the PSL three-and-only-three business models claim.
The Change Laboratory dimension: The dissertation itself is an instance of what it argues. Its named ideal outcome — stated explicitly in the Change Laboratory / formative intervention section — is the Don Norman Design Award (DNDA) Education category for the ARIES Certificate in Cultural Production and Platform Economics.
↳ Working draft exists · Flynn (2026)Conclusion · Applied Ecosystem · Aurascope · LBED · Uncontrolled Conditions
Return to the River: From CRLodge to CRL
Chapter 5 is not a summary of Papers 1–3. It demonstrates what happens when the dissertation's compound lens is applied to a real place-based ecosystem under uncontrolled conditions. The immediate empirical output is CRLodge: the first instantiated tertiary artifact produced by applying MML's AI-enabled previsualization pipeline, the |F|D|S|L| experience stack, and Aurascope™ to Campbell River Lodge / Goose and Gander.
The more generalizable contribution, however, is not CRLodge alone. CRLodge becomes the first visible expression of a broader ecosystem-scale artifact: CRL. CRL is not a hotel brand, a tourism campaign, or a redevelopment project. It is an emerging portfolio of locations capable of organizing hospitality, heritage, tourism, film production, cultural production, and place-based innovation through Location-Based Experience Design (LBED).
Under this interpretation, Aurascope™ is elevated from a cultural analytics instrument to a cybernetic attention-attenuation framework. Drawing on Ashby's Law of Requisite Variety, Stafford Beer's concepts of attenuation and amplification, Benjamin's exhibition / exchange / cult value triad, and Cole's coordinated representations, Aurascope allows different stakeholders to see the same ecosystem through different value lenses without losing systemic coherence.
The CRL ecosystem demonstrates this shift in scale. Ocean Villa becomes the exhibition-value prototype: a redevelopment site, digital twin testbed, and previsualization object. Campbell River Lodge / Goose and Gander becomes the exchange-value partner: the existing hospitality infrastructure capable of converting ecosystem attention into bookings, accommodation, food, beverage, events, and participation. Haig-Brown House becomes a cult-value anchor: the heritage and stewardship environment that gives the ecosystem authenticity and historical depth. CRL holds the stewardship layer through brand, real estate, IP, and location portfolio development.
This chapter therefore reframes Campbell River not as the final destination of the dissertation, but as the first field site through which a broader framework can be explored. The same methodology may travel to North Island tourism corridors, Comox and Courtenay regional locations, Australian destination-development contexts, real estate redevelopment projects, heritage districts, film-location ecosystems, and other location-based experience portfolios.
The dissertation closes with the autopoietic return. Flynn (2003) Fisherman's Eyes asked the experience design question in Campbell River through Haig-Brown and activity theory. On May 29, 2026, the practitioner-researcher performed at the Goose and Gander, recorded the session on lo-fi mics, and began building the Live from the Lodge vinyl pipeline. The fishing metaphor was always literal. T.S. Eliot's Four Quartets (1942), cited in the Flynn (2006) MASc thesis, closes the arc: "And the end of all our exploring / Will be to arrive where we started / And know the place for the first time." The place is Campbell River. CRLodge makes the return legible. CRL makes it transferable.
↳ In development — CRL as transferable field site and future research programTheoretical Architecture
Aurascope™ and the Experience Design Stack
Aurascope™ reframes the dissertation's value theory as a cybernetic attention-attenuation framework: a coordinated set of lenses for managing complexity across stakeholders, artifacts, and place-based ecosystems.
| Level | Framework | Primary Question | Function |
|---|---|---|---|
| Meta Lens | Aurascope™ | Which value lens should be foregrounded for this stakeholder? | Attention attenuation through exhibition, exchange, and cult value |
| Umbrella | Experience Design | How are people, places, activities, and meanings coordinated? | Integrates participation, value creation, and socio-technical mediation |
| Ecosystem | Location-Based Experience Design (LBED) | Where should value be created? | Coordinates location portfolios, destinations, heritage networks, and regional ecosystems |
| Environment | |F|D|S|L| | How should value be experienced? | Orchestrates Food, Drink, Sound, and Light within experience environments |
| Use | Participant Experience | What does the system allow people to do, feel, remember, and carry forward? | Produces use value through situated participation |
Closed-Loop LBED Process
Observe → Visualize → Transform → Measure → Learn → Visualize Again
The future research program investigates whether digital twins, previsualization, AI-assisted scenario generation, implementation partners, and computer-vision analytics can form a repeatable closed-loop methodology for place-based ecosystem development.
Theoretical Architecture
The Five-Lens Convergence
Five independently developed frameworks describe the same three-layer autopoietic structure. The convergence is the central theoretical claim of Paper 3.
| Layer | Wartofsky | Engeström | RPV | Beer / Ashby | Benjamin / Flynn |
|---|---|---|---|---|---|
| Tool | Primary artifact | Tools / Instruments | Resources | Variety pool | Exhibition value (network effects) |
| Process | Secondary artifact | Object-mediated action | Processes | Attenuation / Amplification | Cult value (secret recipe) |
| Governance | Tertiary artifact | Rules + Community + DoL | Values | Regulatory model | Exchange value (can it be priced?) |
Three Orderings of One Structure
| Ordering | Sequence | Purpose | Context |
|---|---|---|---|
| RPV Christensen | Resources → Processes → Values | Diagnostic — most visible to most hidden | Papers 1 and 2 |
| PRV ARIES pedagogical | Processes → Resources → Values | Pedagogical — most inhabited outward; Beer-justified variety sequencing | ARIES certificate |
| PSL Flynn 2022 | Products → Services → Licences | Governance — three-and-only-three business models | Paper 3 · MC8 |
Experience Design Schema
The |F|D|S|L| Framework — Vertical Stack
Four registers; four metaphrames; non-flat internal architecture. Established in Flynn (2006) MASc thesis; formalized in the 2020 Sprott PhD application.
| Register | Relationship | Platform | Cult Value Bearer | Montage Analogy |
|---|---|---|---|---|
| Food Base | Primary — must exist first | TableSet | Chef — culinary identity | The audio track |
| Drink On Food | Pairings + Transitions (two simultaneous modes) | TableSet | Bartender — cocktail philosophy | Visual montage — accompaniment and editorial cuts |
| Sound On Food + Drink | Atmospheric / emotional layer over culinary encounter | Audiofish™ · Megaband™ | Musician — registered community | Enhanced podcast — adds perspective over the base |
| Light On Sound | Perspective layer — value-adding; non-occluding | Evoke · ClearLED · MML | Curator — authority over perspective (Berger 1972) | Sequential visual chapters — Berger's reciprocity |
Supervision and Institutional Partners
Committee and Partners
Target Supervisor
Dr. Nuša Fain
Assistant Professor, Entrepreneurship
Sprott School of Business · Carleton University
MOU Governance · TIM
Dr. Steven Muegge
Academic Director, TIM Program
Carleton University
MOU Governance · CARTI
Naomi Tabata
Director, Centre for Applied Research,
Technology and Innovation · NIC
i2I Network · Values Layer
Prof. Elicia Maine
Founder, National Invention to Innovation Network
Simon Fraser University · NSERC / Mitacs
Industry Entity
1730 Technology Consulting Inc.
Canadian-Controlled Private Corporation
Stratalab™ · ARIES Certificate · 1730.ca
Ideal Outcome · Education Award
Don Norman Design Award
Education Category · HCD+ Framework
UCSD Design Lab · dnda.design
Primary Sources
Theoretical Foundation
Key sources across all five chapters. The canonical Process Layer lineage runs: Wiener (1948) → Eco / Beer / Norman [three independent cybernetic descendants] → Wartofsky / Christensen → Flynn (2010) [named integration] → Flynn (2026).
Foundational Theory
Applied and Prior Art