Background
Vaughn Tan studies quality, innovation, and organizational behavior. We cover the problem with how people define quality, how uncertainty in job roles can lead to innovation within companies, and the lessons he learned from his research studying restaurant R&D teams.
Date
March 12, 2019
Episode Number
150
Tags
Strategy
Principles & Lessons:
- Quality is an evolving, idiosyncratic concept—innovation begins with defining your own ends, not optimizing shared ones. Vaughn emphasizes that excellence stems from deeply personal, often unconventional definitions of quality: “Everyone who makes something that I really like has some extremely unusual idea of what quality means for that thing.” This applies not only to furniture, food, and wine, but also to strategy. He critiques the default assumption in strategy that everyone pursues the same outcome: “That’s actually not true. Lots of companies choose to pursue different outcomes and that’s what makes them innovative and successful.” Instead of copying standards, individuals and organizations should interrogate what their specific goals are—what problems they want to solve and for whom—before designing strategies. Innovation arises when you stop accepting someone else’s problem formulation and define your own.
- Uncertainty is not risk—it is a distinct cognitive condition where outcomes are unknowable, and adaptive capacity becomes the key variable. Vaughn distinguishes risk (where outcomes and probabilities are known) from uncertainty (where even the outcome set is unknown): “The hard part about uncertainty is… you don’t even know what the possible outcomes will be.” Crucially, he positions uncertainty not as a defect to be eliminated but as a productive space to be worked within. “Sometimes that discomfort is paralyzing, but sometimes it can really make you look in new places for new information.” This reframing moves away from controlling variance toward cultivating epistemic flexibility. Organizations and individuals that treat uncertainty as an active learning context—not a bug—are better equipped to navigate change.
- Productive discomfort is the necessary training ground for adaptive innovation—provided it is structured, recoverable, and cumulative. Vaughn’s central concept of “productive discomfort” emerges from observing elite restaurants that deliberately impose uncertain, ambiguous challenges on themselves: “They basically kept doing this year after year… it’s still hard, but it’s exactly like weight training.” Crucially, discomfort must be designed to serve a purpose, allow learning, and avoid burnout: “You have to constantly be putting yourself in that position which is extremely uncomfortable, as long as you designed that position so that it’s helpful, and also give yourself opportunities to learn from it.” This is not a call for heroic suffering. It is a disciplined process of capacity-building under constraints—a logic that mirrors scientific experimentation and iterative design more than corporate goal-setting.
- Hiring for innovation requires a rethinking of roles as co-discovered, not pre-specified—especially under high uncertainty. Vaughn introduces the concept of “negotiated joining” where roles are not fully defined upfront: “You come into this job and there are these few things that we need you to do well… the rest of it, you need to convince us.” This flips the conventional hiring model, which treats fit as static and qualifications as fixed. For uncertain roles where both goals and paths are unclear, fit must be emergent. Vaughn argues this not only improves match quality but surfaces hidden potential: “This way of hiring significantly reduces the false positive problem and gives you the ability to take a flyer on someone who might be an instant no otherwise.” Rather than seeking control, he suggests designing entry processes that make mutual discovery possible.
- Innovation is not disconnected from identity—it builds on style, constraint, and continuity as much as novelty. Vaughn stresses that even the most radical creative work retains internal coherence: “Every single Pixar movie always feels like a Pixar movie, but it can be about totally random things.” He draws on examples from Apple, Van Gogh, and restaurants to show that innovation is not pure disruption—it’s newness refracted through a persistent logic. “They don’t tear it down. They take the product of the productive discomfort and reincorporate it.” This implies that continuity of values, sensibility, or “style” is not opposed to innovation—it is the substrate that makes innovation legible, valuable, and trusted. He suggests this kind of compounding identity may be one of the most defensible organizational assets.
- Best practices and standard operating procedures often prevent equifinality—multiple good paths to the same outcome—and thus suppress local adaptation. Vaughn is critical of excessive codification: “Best practices are what organizations should be doing? That prevents people from actually solving problems the way they know they need to.” Drawing from complexity theory, he introduces equifinality—the idea that multiple paths can achieve the same end, depending on local context. “Most of the time, the person on the ground understands the constraints and the resources that are available much better than the person who wrote the SOP.” He advocates replacing rigid standardization with contextual discretion, especially when the tasks involve judgment, creativity, or human nuance.
- True playfulness in adults is epistemic: the willingness to reconfigure foundations, not just repaint the house. Vaughn links productive playfulness to the capacity to rethink assumptions at the deepest level: “Most people are willing to be wrong at the top… the people who are truly playful are the ones willing to totally reconstruct the house from the foundations up.” This insight is critical: play is not just exploration or amusement—it’s a structural openness to new explanatory models. He connects this to expertise by noting that true improvisation only emerges after deep fluency: “All the instincts for doing normal things have to become totally instinctual so that you can leave cognitive energy for spinning just nearly out of control.” Playfulness is not the absence of structure, but the ability to challenge it coherently.
- Simplicity, properly understood, is a function of precision, not reduction—it reflects constraint and care, not lack of depth. Vaughn distinguishes between being simple and being simplistic: “Simple is reducing all the unnecessary information away, leaving only the essential behind.” He uses the example of a perfect omelet—technically complex but outwardly unadorned—to illustrate that simplicity can only be achieved through mastery. “It’s not complicated, but it’s actually really complex.” This has implications for design, strategy, and communication. The presence of simplicity is often a marker not of minimal effort, but of maximal clarity. Complexity should not be confused with confusion—and simplicity should not be confused with shallow thinking.
Transcript
‣
‣
‣
‣
‣
‣
‣
‣