Product Operating Model Series: Principles over Process
Issue #225
In today's edition, among other things:
đ Editorâs Note: Weâve Built a Cathedral of Frameworks and Forgotten How to Ask Why
đ Product Operating Model Series: Principles over Process
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Editorâs Note by Alex đ
Weâve Built a Cathedral of Frameworks and Forgotten How to Ask Why
I watched a senior PM last week spend forty minutes walking stakeholders through his Opportunity Solution Tree. Beautiful workâcolor-coded branches, clear hypotheses, perfectly structured. Then someone asked a simple question: âBut why do users actually struggle with this?â
He paused. Looked at his framework. And admitted he hadnât talked to a user in three months.
Weâve done something remarkable in product management: weâve taken the most natural human behaviorâcuriosityâand buried it under so much methodology that weâve forgotten how to just ask âwhy?â We have frameworks for framing frameworks. We workshop our problem statements. We template our discovery processes.
Iâm hosting a mastermind on problem framing at this monthâs MiÄdzy Projektami, and preparing forced me to confront something uncomfortable: the neuroscience of effective problem framing points toward radical simplicity, yet our industry keeps building more elaborate scaffolding. Weâve convinced ourselves that sophisticated frameworks equal sophisticated thinking.
The research tells a different story.
The most powerful problem-framing tool isnât a framework at allâitâs curiosity. And weâre systematically training it out of our teams.
Let me tell you what happens in your brain when you get genuinely curious about a problem. Itâs not what the framework evangelists would have you believe.
When you ask a question driven by authentic curiosity, your brain releases dopamineâthe same neurotransmitter associated with reward and motivation. Neuroscientist Charan Ranganathâs research at UC Davis revealed that curiosity activates the hippocampus and the reward circuit, putting your brain into a heightened state of learning and information retention. Youâre literally neurologically primed to absorb and synthesize information when curiosity kicks in.
But hereâs whatâs fascinating: this only happens with genuine curiosity, not performative questioning. When youâre mechanically completing a frameworkâdutifully filling in boxes because the template demands itâyouâre activating entirely different neural pathways. Youâre in execution mode, not discovery mode. Your prefrontal cortex is managing compliance with process, not exploring possibilities.
George Loewensteinâs information gap theory explains why curiosity is so neurologically powerful. When we recognize a gap between what we know and what we want to know, we experience that gap as a psychological tensionâa cognitive itch that demands scratching. This tension drives genuine inquiry. It makes us persistent. It makes us dig deeper.
The elaborate frameworks weâve built? They promise to eliminate this discomfort by providing structure. But in doing so, they eliminate the very neurological state that makes problem framing effective.
Watch a four-year-old encounter something new. They donât pull out a framework. They ask âwhy?â relentlessly, following each answer with another âwhy?â until theyâve traced the problem to its roots or exhausted their patient adult.
This isnât accidentalâitâs optimal neurocognitive behavior for learning. Developmental psychology research shows that childrenâs persistent questioning isnât annoying behavior to be trained away; itâs sophisticated cognitive machinery for building causal models of the world.
Then we become professionals. We go to workshops. We learn that âproperâ problem framing requires structured approaches, specific templates, and documented processes. We become embarrassed by simple questions. We worry that asking âwhy?â five times makes us seem unsophisticated.
So we reach for the framework instead.
The problem? Cognitive load research reveals that frameworks consume working memory resources that could be spent on understanding. When youâre trying to remember whether youâre supposed to fill in the âpainsâ section or the âgainsâ section of your value proposition canvas, youâre not thinking deeply about the actual problem. Youâre thinking about the tool.
John Swellerâs foundational work on cognitive load shows that poorly managed complexity during problem exploration can impede learning and schema development. The mental effort spent on âdoing the framework correctlyââwhat researchers call extraneous cognitive loadâis effort not spent on understanding the problem deeply. Itâs not that all frameworks are bad, but that we often introduce procedural complexity before weâve done the curiosity work.
Hereâs the psychology behind our framework fetish: complexity feels like expertise.
But hereâs what the research actually reveals: itâs not the experts using complexityâitâs those who feel they lack legitimacy. A 2020 study analyzing over 64,000 dissertations found that researchers from lower-ranked institutions used significantly more jargon than those from elite schools. The pattern is clear: people who lack status use complexity to compensate for insecurity.
High-status experts? They use simpler, clearer language. They donât need complexity to signal expertiseâthey already have it.
This creates a paradox in product management. As we professionalize our field and build âPM expertise,â those who feel least secure in their role reach for the most elaborate frameworks. The frameworks provide a visible credential: âI know the proper methodology.â But the actual expertsâthose whoâve internalized problem-framing through years of practiceâoften return to simple, persistent questioning.
Cognitive researchers Leonid Rozenblit and Frank Keil documented a related phenomenon: the illusion of explanatory depth. We believe we understand complex systems far better than we actually do. When forced to explain our understanding in simple terms, the gaps become painfully obvious.
Frameworks provide cover for this illusion. They let us gesture toward sophisticated thinking without actually having to demonstrate it. âWe used the Opportunity Solution Tree methodologyâ sounds more impressive than âwe kept asking why until we understood the root cause.â
But research on insight generation reveals something crucial: breakthrough understandingâthose âaha!â moments that reframe problems entirelyâinvolves different neural processing patterns than deliberate analysis. Studies by Kounios and Beeman show insights engage internally-focused attention and right hemisphere semantic processing, creating conditions analytical frameworks canât replicate. You donât framework your way to insight. You make space for it.
Sakichi Toyoda didnât develop the âFive Whysâ in the 1930s because he thought five was a magic number. He recognized that most problems become clear when you persistently ask why they occurred, tracing each answer to its cause, until you reach root cause. Taiichi Ohno later systematized and popularized this method as part of the Toyota Production System.
The brilliance wasnât the numberâit was the recognition that genuine curiosity, systematically applied, outperforms complex analysis.
Toyotaâs approach succeeded not because it was sophisticated but because it was simple enough that anyone on the production floor could use it. The machine operator could ask why. The supervisor could ask why. The executive could ask why. No special training required. No templates to complete. Just authentic inquiry.
Contrast this with modern product management, where problem framing has become a specialized skill requiring workshops, certifications, and tool subscriptions. Weâve professionalized curiosity right out of existence.
Research on organizational learning reveals why this matters. When problem-solving methods are accessible to everyone, organizations build collective sense-making capability. When methods require specialized expertise, you create bottlenecks and dependencies. The PM becomes the designated âproblem framer,â and everyone else stops asking questions.
Hereâs what recent research on interrogative strategies reveals: the quality of problem framing correlates not with the sophistication of your methodology but with the quality of your questions.
Studies analyzing thousands of problem-solving sessions across domains identified consistent patterns in effective inquiry:
Specificity beats abstraction: âWhy did this specific user struggle here?â outperforms âWhat are the user pain points?â
Causal chains beat categories: Following âwhyâ to its roots works better than sorting observations into buckets
Tension recognition beats satisfaction: Noticing what doesnât make sense drives deeper than confirming what does
Naive questions beat expert assumptions: âDumbâ questions from a genuine curiosity often surface insights expert questions miss
None of this requires frameworks. It requires intellectual humility and genuine curiosity about understanding rather than categorizing.
Neuroscientist Stuart Firesteinâs work on scientific inquiry is instructive here. He argues that science advances not through answers but through better questions. The purpose of investigation is to generate more sophisticated ignoranceâto understand what you donât know with greater precision.
Product teams optimizing for frameworks are optimizing for answers. They want to complete the template, check the box, move to solutions. But effective problem framing is about achieving more sophisticated ignoranceâunderstanding the problem space with greater precision before attempting solutions.
The most damning evidence against framework-dependent problem framing? They fail precisely when problems are most complex and ambiguous.
Research on decision-making under uncertainty shows that rigid methodologies break down when facing novel situations that donât fit template categories. The framework assumes you can sort your observations into predefined boxes, but breakthrough problems resist categorization.
When Netflix analyzed viewing behavior to inform original content investment, the breakthrough insight didnât come from completing frameworks. Reed Hastings and his team discovered through data that users were binge-watching entire seasonsâstaying up until 3 AM to finish shows. This contradicted everything traditional television understood about serialized content consumption. That insight, driven by curiosity about the gap between expected behavior and actual behavior, transformed how Netflix approached content creation and release strategy.
The pattern repeats: genuine problem understanding comes from curiosity-driven inquiry, not framework completion.
Hereâs what Iâm proposing for our mastermind at piwo miÄdzy projektami: What if we completely banned frameworks for one problem-framing session?
No templates. No canvases. No trees. Just one rule: You have to keep asking âwhy?â until you either understand the root cause or recognize that you need specific information you donât have.
The hypothesis: Most problems product teams face donât require sophisticated frameworks. They require unsophisticated curiosityâthe willingness to ask obvious questions, follow boring threads, and admit when you donât understand something.
This isnât anti-intellectual. Itâs recognizing what cognitive science tells us: genuine understanding emerges from engaged inquiry, not procedural compliance. The neuroscience of insight generation supports radical simplicity over methodological complexity.
Hereâs the uncomfortable truth we need to confront: Weâve built elaborate problem-framing frameworks because they make us feel sophisticated. They let us demonstrate expertise through complexity rather than through insight.
But neuroscience reveals that your brain doesnât distinguish between sophisticated-looking frameworks and genuinely sophisticated thinking. It only recognizes authentic curiosityâthe dopamine-releasing, hippocampus-activating state that puts you in optimal learning mode.
The frameworks arenât wrongâthey can be useful scaffolding for organizing discoveries after youâve made them. But theyâve become primary tools instead of secondary supports. We complete the template before weâve done the curiosity work.
Toyotaâs Five Whys works not because five is magic but because persistent âwhyâ questioning, driven by genuine curiosity about causation, reliably surfaces root causes. The sophistication isnât in the frameworkâitâs in the intellectual humility to keep asking when you donât understand.
Children ask âwhyâ relentlessly not because they lack sophistication but because they havenât yet learned to pretend they understand when they donât. They havenât yet learned that appearing knowledgeable matters more than being curious.
Let me be direct about whatâs actually happening: We reach for frameworks because asking âwhy?â requires admitting we donât know. It requires intellectual humility that feels professionally risky.
When you pull out the Opportunity Solution Tree template, you look prepared and methodical. When you keep asking âwhy?â like a persistent four-year-old, you risk looking naive. When you complete the JTBD framework, you demonstrate fluency with product management methodology. When you admit âI still donât understand why this is happening,â you demonstrate uncertainty.
Professional culture punishes uncertainty and rewards the appearance of methodological rigor. So we reach for frameworks that provide structure and legitimacy even when simple curiosity would serve us better.
The research is clear: Complex frameworks consume cognitive resources that could be spent on understanding. They activate compliance-oriented neural pathways rather than discovery-oriented ones. They provide false confidence through procedural completion while missing insights that emerge from genuine curiosity.
Hereâs my editorial position: Frameworks should be earned, not defaulted to.
Before reaching for any problem-framing methodology, teams should be required to demonstrate theyâve exhausted simple curiosity. Ask âwhy?â at least five times following causal chains. Interview users with nothing but genuine questions. Explore the problem space with intellectual humility.
Only after youâve done this groundworkâonly after youâve activated those curiosity-driven neural pathways and achieved more sophisticated ignoranceâshould you reach for frameworks to organize what youâve learned.
The sophistication isnât in the methodology. Itâs in the quality of your curiosity. Itâs in your willingness to ask obvious questions. Itâs in your ability to notice what doesnât make sense and investigate rather than categorize.
At this monthâs mastermind, weâre going to test this hypothesis. Weâre going to frame problems using nothing but curiosity and see what happens when we remove the methodological safety blanket.
I predict weâll surface insights that traditional frameworks would have obscuredânot because the frameworks are wrong, but because they provide structure too early, before genuine understanding emerges from authentic inquiry.
So hereâs my challenge to you, whether you join us at piwo miÄdzy projektami or not: The next time you face a problem that demands framing, resist the urge to reach for your favorite framework.
Instead, ask âwhy?â And when you get an answer, ask âwhy?â again. Keep going until you either understand the root cause or recognize exactly what information youâre missing.
Notice what happens in your brain. Notice when you feel the urge to categorize rather than investigate. Notice when you want to complete a template rather than follow your curiosity.
The neuroscience suggests this simple approach will put you in a better cognitive state for genuine problem understanding than any framework. The psychology suggests most of us have trained this capability out of ourselves in favor of methodological complexity that signals expertise without requiring insight.
Maybeâjust maybeâthe most sophisticated thing we can do as product leaders is rediscover the radical power of simply being curious.
The frameworks will be there when you need them. But first, try asking why.
Join us at MiÄdzy Projektami on November 17th for a mastermind session on problem framing where weâll test these ideas in practice. Come prepared to be curious, not methodical. The beer, fortunately, requires no framework.
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Principles over Process: Quick Reference Guide
Core Principle
Valuing understanding and judgment over rigid processes â focusing on the
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