What is *Surfing the Edge of Chaos* about?

*Surfing the Edge of Chaos* explores how businesses can thrive in turbulent environments by applying principles from complexity science. The book argues that organizations must balance structure and flexibility, operating at the "edge of chaos" to foster innovation and adaptability. Using case studies from companies like Monsanto and British Petroleum, it provides frameworks for managing change in dynamic markets.

Who should read *Surfing the Edge of Chaos*?

This book is ideal for leaders, managers, and entrepreneurs navigating organizational transformation. It’s also valuable for students of management science seeking insights into complexity theory and real-world applications. Readers interested in systemic change, innovation strategies, or corporate resilience will find actionable guidance.

Is *Surfing the Edge of Chaos* worth reading?

Yes, the book remains relevant for its pioneering synthesis of biological systems and business strategy. It offers timeless principles for adaptive leadership, supported by case studies and quotes from industry leaders like Warren Bennis. Its focus on balancing stability and agility makes it essential for modern organizational challenges.

Who are the authors of *Surfing the Edge of Chaos*?

The book was co-authored by **Richard Tanner Pascale**, a renowned management theorist and Stanford professor; **Mark Millemann**, a complexity science expert; and **Linda Gioja**, a consultant specializing in organizational change. Pascale, hailed by *The Economist* as a top management guru, also wrote *The Art of Japanese Management*.

What are the key takeaways from *Surfing the Edge of Chaos*?

- **Equilibrium is stagnation**: Prolonged stability hinders growth and invites decline. - **Self-organization drives innovation**: Decentralized decision-making fosters adaptability. - **Edge of chaos**: Organizations thrive in states balancing order and chaos, enabling creative problem-solving.

What does the "edge of chaos" mean in the book?

The "edge of chaos" refers to a state where systems maintain enough structure to function cohesively but enough flexibility to evolve. In business, this means encouraging experimentation while preserving core stability—a concept illustrated through examples like BP’s adaptive response to market shifts.

How does *Surfing the Edge of Chaos* use real-world examples?

The authors analyze companies like **Monsanto** and **British Petroleum**, showcasing how they embraced complexity principles to navigate disruption. For instance, BP’s decentralized approach during the 1990s oil crises exemplifies "self-organization," a key theme in the book.

What are notable quotes from *Surfing the Edge of Chaos*?

- **“Equilibrium is a precursor to death”**: Warns against complacency in stable environments. - **“Living systems cannot be directed along a linear path”**: Emphasizes nonlinear, adaptive leadership. - **“Without adventure, civilization is in full decay”**: Stresses the necessity of risk-taking.

複雑系の経営学

自然の法則とビジネスの新しい法則

リチャード・タナー・パスカル、リンダ・ジョイア、マーク・ミルマン

3.87(133 Reviews)

『複雑系の経営学』の概要

『Surfing the Edge of Chaos（混沌の縁をサーフィンする）』の中で、パスカルは、成功する組織がいかに自然界の原理に抗うのではなく、それらを受け入れることで繁栄しているかを明らかにしています。NASAの適応型リーダーシップモデルも、これらの概念から着想を得ています。今日の予測不可能な情勢において、あなたのビジネスは進化を遂げることができるでしょうか、それとも絶滅の道を辿るのでしょうか？

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第1章

When Nature's Wisdom Transforms Business

Have you ever watched an ant colony rebuild after a storm or marveled at how a school of fish changes direction instantaneously? These natural phenomena might hold the key to revolutionizing how we run our businesses and organizations. "Surfing the Edge of Chaos" presents a radical proposition: our traditional management approaches, rooted in Newtonian mechanics and industrial-age thinking, are fundamentally misaligned with how complex systems actually work. The book has influenced leaders at companies like Google and Tesla, with Elon Musk reportedly keeping a copy on his nightstand. Its ideas have permeated Silicon Valley culture, where "emergent strategy" and "self-organization" have become standard vocabulary. When the Harvard Business Review compiled its list of most influential management books of the past century, this work earned a place among the transformative texts that redefined organizational thinking.

第2章

The Living Systems Revolution

The first scientific renaissance gave us Newtonian principles that shaped traditional management for centuries-predictability, linear cause-and-effect, and mechanical precision. But a new scientific renaissance is emerging, one that draws from life sciences rather than physics, revealing profound insights about living systems that can revolutionize organizational thinking. Traditional management follows a machine model: take -> make -> break. The emerging life science model unfolds differently: innovate -> proliferate -> aggregate. Nature favors adaptation and fleet-footedness, with species competing when necessary but often dominating through rapid reproduction and strategic aggregation. We see this pattern in business phenomena like Microsoft Windows becoming industry standards or strategic mergers like AOL-Time Warner. Consider the African termite mound-a twelve-foot architectural marvel housing millions of termites in a perfectly regulated environment. Each termite follows simple rules that collectively create a sophisticated society adapting to changing needs. Like termite colonies, businesses are complex adaptive systems-networks of independent agents acting in parallel, developing models of their environment, and refining those models through learning and adaptation. From complexity science emerge four bedrock principles applicable to business: 1) Equilibrium precedes death, making systems less responsive to change; 2) Living things move toward the edge of chaos when threatened or presented with opportunity; 3) Components of living systems self-organize and new forms emerge from turmoil; 4) Living systems cannot be directed linearly-the challenge is to disturb them in ways that approximate desired outcomes. These aren't mere metaphors but practical approaches that have transformed organizations. Cemex, the world's third-largest cement company, dispatches its fleet of mixers using algorithms based on how ants scavenge territory. This ant-inspired model delivers $388 million annually to Cemex's bottom line. British Telecom saved 250 million with similar systems, while the U.S. Army increased drone surveillance efficiency from 60% to 87%. At Monsanto, CEO Robert Shapiro embraced living systems principles to transform a lackluster petrochemical manufacturer into a leading life-sciences enterprise, involving 10,000 employees in cross-functional teams that sparked breakthrough innovations.

聴きながら、すべての言葉を目で追えます

『複雑系の経営学』の一語一語が音声に合わせてリアルタイムでハイライトされ、自然に読み進められます。

第3章

The Dangers of Organizational Equilibrium

Yellowstone National Park offers a powerful lesson about the dangers of equilibrium. For nearly a century, park rangers extinguished all fires, creating an artificial equilibrium that allowed deadfall and debris to accumulate unnaturally. When drought and high winds arrived in 1988, this equilibrium state fueled North America's largest fire, scarring the landscape for decades. This cautionary tale illustrates how prolonged equilibrium-whether accidental or deliberate-becomes a precursor to disaster in both natural and business environments. The dodo bird exemplifies equilibrium's dangers-isolated without predators, it evolved into a flightless, defenseless creature that quickly went extinct when humans arrived. Similarly, Australia's 40 million years of isolation created unique species that lacked defenses, resulting in 80% of its biodiversity vanishing within 200 years after Europeans introduced new animals. In business, rust belt factories that couldn't adapt to minimills and Asian competitors represent industrial extinction through "genetic drift"-the universal tendency of isolated populations to overspecialize rather than maintaining adaptive capacity. Ironically, equilibrium often disguises itself as advantage through strong values, cohesive social systems, or well-synchronized operations. "In Search of Excellence" celebrated organizational fit among forty-three companies, but within five years half were struggling, and eventually all but five fell from grace. The Seven-S Framework inadvertently encouraged managers to pursue the very equilibrium that would prove their undoing by making systems so interdependent that changing one element required changing everything. IBM exemplifies this danger-their strategic planners accurately foresaw industry shifts toward PCs and open architecture, yet their operating plans changed nothing. Instead, executives simply raised mainframe prices annually to cover declining margins rather than confronting the painful reality that would destabilize their business model. Nature teaches us that diversity provides crucial protection against threats. This is why sexual reproduction evolved-while self-replication produces identical offspring, sexual reproduction maximizes diversity through random chromosome combinations. Oxford's William Hamilton explains that enemies like diseases find it harder to breach diverse defenses generated by sexual recombination. When bubonic plague returned to Europe after decimating 30% of the population initially, subsequent waves claimed far fewer victims because sexual reproduction had distributed protective antibodies. Organizations face the paradox of protecting their reliable core while nurturing revolutionary change. The most prolific mutations occur at the "verge"-boundaries where no single species dominates. Corporate "fringes" generate the most innovative ideas, though management struggles with their unpredictable value. Xerox PARC invented the first personal computer, mouse, Ethernet, and laser printing, yet mainstream Xerox failed to recognize these revolutionary opportunities. What makes this particularly tragic is that unlike nature, businesses can theoretically recognize danger in advance and take appropriate action. Yet despite our conscious awareness and foresight, many businesses fail to translate awareness into effective response. The Fortune 500's declining survival rate tells the story: only 10% attrition from 1976-1985, jumping to 30% from 1986-1990, and 36% from 1991-1996. Most companies likely saw competitive threats coming but couldn't respond effectively.

第4章

Sears: A Case Study in Breaking Equilibrium

In 1995, Sears achieved the greatest shareholder value appreciation among Fortune 500 companies, with chairman Arthur Martinez recognized as a top manager by Business Week. The 110-year-old retailer had reversed four decades of continuous retreat, regaining profitability and clawing back $2 billion in market share. Paradoxically, Martinez added little to the strategic initiatives implemented by his predecessor Ed Brennan. The difference was that Brennan inadvertently preserved the company's moribund equilibrium, while Martinez understood the necessity of disrupting it. Despite numerous initiatives, Ed Brennan failed to revitalize Sears' tradition-bound culture. He sold the Sears Tower, moved headquarters to a suburban campus, launched Brand Central, diversified into financial services, launched the Discover Card, streamlined buying operations, and reduced staff by 48,000. Yet he couldn't awaken the living system needed to breathe life into these initiatives. His recentralization eliminated territorial managers and reduced regional hierarchies, creating what store managers called "drive-by merchandising" where headquarters "experts" claimed to understand local markets better than those on the ground. Arthur Martinez recognized dangerous stagnation and employed multiple disruptive techniques to break Sears' equilibrium. He mandated 20% of managerial vacancies be filled externally, "zero-based" the top 150 jobs, replaced five of eight top executives, and confronted the organization with its chronic failure to keep commitments. Addressing his top fifty executives, he declared "Yesterday's peacock is tomorrow's feather duster" and insisted on truth-telling and accountability. The Phoenix team launched initiatives including the successful "Softer Side of Sears" campaign and thousands of Town Hall meetings using innovative "learning maps"-six-foot-wide visual devices that pictorially represented the business situation. Nearly two-thirds of Sears' 300,000 employees participated in these events, discussing maps that showed competitive evolution from 1950s Main Street through 1980s retail dominated by category killers like The Gap and Walmart. These visuals created "line of sight" understanding, helping frontline workers see connections between their actions and corporate results. Over twelve months, these sessions generated half a million suggestions that contributed to dramatic improvements, adding 9% to Sears' sales in one year and doubling store profitability. Martinez's disruption of Sears' equilibrium initially succeeded brilliantly. Town Hall meetings transformed traditional executive store visits from choreographed rituals to authentic exchanges where employees confidently confronted executives about business issues. However, this momentum wasn't sustained. Despite early success, participation in Town Hall meetings declined dramatically. More critically, Martinez's key lieutenants never truly embraced employee mobilization. They issued cost-cutting edicts that undermined employees' newfound faith that their input was valued. By the time Martinez reorganized leadership and terminated the resistant executives, most of the employee commitment and store vibrancy had vanished.

『複雑系の経営学』をもっと深く楽しむ

毎日の新しい気づきを10万件以上のレッスンから
言葉をハイライトして音声と同期
ライブラリを保存して、どの端末からでも利用

第5章

Finding the Edge of Chaos

The edge of chaos is a permeable, intermediate condition through which order and disorder flow-not a finite line but the sweet spot for productive change. It creates upheaval without dissolution, making it the ideal state for adaptation and innovation. The South American fire ant exemplifies adaptation at this edge. Since arriving in America before WWII, it has expanded to 260 million acres across eleven states despite massive eradication efforts. When under extreme threats, colonies engage in warfare, stealing rival eggs and larvae across 100-foot battlefields, with weaker colonies eventually merging into larger ones. As pesticide wars escalated, researchers discovered permanent multiple-queen colonies with 20-30 queens, some having up to 300 queens simultaneously laying eggs. These super-colonies cluster at extraordinary densities-400 mounds per acre instead of 40, containing 22.6 million ants per acre. This density dramatically improves foraging efficiency, with workers arriving at food sources in twenty seconds versus two minutes in single-queen colonies. Human organizations, like natural systems, thrive at the edge of chaos where innovation flourishes. Intel's Andy Grove embraced this realm through several company transformations: the shift from semiconductors to memory chips, the retreat from DRAMs to microprocessors when Asian competition destroyed their market, and the controversial Pentium branding strategy. When facing the collapsing timeline for microprocessor pricing cycles, Grove's approach involved two phases: first allowing chaos to reign through experimentation, then guiding the organization through what he calls "the Valley of Death"-the disruptive but necessary transition period before emerging with clarity on the other side. Managers can navigate the edge of chaos using three key concepts from complexity science: 1) Attractors-like a compass, they orient living systems in particular directions and provide impetus to move out of comfort zones; 2) Amplifying and damping feedback-functioning like a throttle, causing change to either accelerate or slow down; and 3) Fitness landscapes-visualization tools more useful than traditional two-dimensional diagrams for mapping competitive advantage. Strange attractors don't emerge from a species in isolation but from interactions between organisms and their environments. They operate like magnets, causing multiple nodes within a system to align into patterns. The land mine treaty exemplifies this-not caused by Princess Diana's publicity or any single agency, but by a convergence of factors including global communications bringing suffering into living rooms worldwide, human empathy, new mine-detecting technology, and a new spirit of international cooperation. Biologists use "fitness" to describe an organism's success, which we can apply to enterprise competitiveness. Fitness landscapes come in three types: gradual (like northern France or 1960s business competition), rugged (like Nepal or today's cellular phone market), and random (like the moon's meteor-shaped surface or economic panics). When threatened species like the North American coyote are driven from their habitats, they descend the fitness landscape toward chaos, adapting to new environments that may ultimately prove superior-as with coyotes now thriving in the foothills of Malibu and Beverly Hills.

第6章

Monsanto's Journey at the Edge

Monsanto's transformation between 1993-1999 exemplifies adaptive leadership and the power of strange attractors to disturb equilibrium. Despite growing controversy over genetically modified foods, the company radically altered its portfolio, outperformed much larger competitors, and quadrupled its stock price. CEO Robert Shapiro employed both operational leadership (downsizing, divesting, strategic acquisitions) and adaptive leadership to generate new capabilities within the organization. When Robert Shapiro became CEO in 1993, he inherited a low-growth, cyclical company focused on petrochemicals and agricultural commodities. Like Cortes burning his ships, Shapiro divested Monsanto's $3.8 billion chemical business and invested $8 billion to secure life sciences patents and acquire major seed companies. The transformation was remarkable-a mediocre Midwestern chemical manufacturer successfully challenging giants like Zeneca, Novartis, and Dupont. At a 1995 Chicago workshop with 300 informal company leaders, Shapiro articulated the global challenge that would drive Monsanto's transformation: "There are almost six billion people in the world but the global economy works for only one billion of them." He described how 800 million people are so malnourished they cannot participate in work or family life, while noting that traditional agricultural technology couldn't provide enough food for humanity's growing population. Shapiro positioned these global problems as a trillion-dollar opportunity, suggesting biotechnology would revolutionize agriculture and healthcare. Monsanto's story dramatically demonstrates both the benefits of embracing complexity and the perils of ignoring its implications. Their genetically engineered crops, created as solutions to certain problems, came to be seen by many as problems themselves. The company's exuberant confidence was increasingly perceived as arrogance, particularly when responding inadequately to mounting ecological and health concerns. Issues like insect resistance to Bt crops, negative effects on monarch butterflies, and potential creation of "super-weeds" were treated as public relations problems rather than substantive concerns requiring engagement. Complex adaptive systems become vulnerable when homogeneous and insular. Beyond cultivating internal heterogeneity, how a system connects with its external world is crucial for its health. Connectivity isn't merely about good relations but impacts strategic quality and success. Issues like biotechnology are too complex to address without including diverse stakeholders-scientists, regulators, and affected populations-to help anticipate unintended consequences. The fundamental question becomes whether a company sees itself as a system battling alone for survival or as part of larger interdependent systems.

聴きながら、すべての言葉を目で追えます

『複雑系の経営学』の一語一語が音声に合わせてリアルタイムでハイライトされ、自然に読み進められます。

第7章

Self-Organization and Emergence

Self-organization and emergence represent two sides of life's coin. When systems operating far from equilibrium become sufficiently populated and interconnected, their elements generate unlikely combinations that shift into new states. Simple networked parts undergo metamorphosis-proteins into cells, cells into organs, organisms into societies. Emergence is the resulting new condition, like a fire ant colony with 20 million mouths functioning as a single 20-kilogram organism, or a jazz ensemble creating sounds impossible to imagine from individual instruments. Bacteria demonstrate self-organization's power through their rapid reproduction-a single bacterium spawns a billion offspring daily. Dental plaque exemplifies this as a bacterial "biofilm" where individual cells signal each other to reorganize into complex structures with channels for food and waste. This communal organism develops defenses that make it a thousand times more resistant to antibiotics than individual bacteria. Bee colonies exemplify remarkable self-organization through both swarming and temperature regulation. During swarming, messenger bees return to the hive reporting potential sites through elaborate dances, creating a buzzing consensus before departing en masse. Even more impressive is their temperature regulation-maintaining a near-constant 98F through specialized roles. In summer, some bees collect pollen while others bring water droplets and beat wings for evaporative cooling, with a "fire brigade" of workers fanning hot air out. In winter, workers seal crevices and form insulating layers around brood combs, generating 0.1 calorie of heat per minute each-allowing 20,000 bees to maintain optimal temperature within one degree variance year-round. Tupperware exemplifies how self-organization principles work in business. The company's success began when Brownie Wise discovered that home parties generated more sales than door-to-door approaches. The system thrives entirely through self-organization-self-employed dealers recruit hosts who become dealers, creating pyramid-like networks bound by social capital and economic incentives. This self-organizing system has helped Tupperware become the world's largest plastic container supplier with $2 billion in global sales and 40% pre-tax earnings on assets. Stuart Kauffman at the Santa Fe Institute tackled the mystery of how random genetic processes create reliable patterns. He built a simulation with 100 light bulbs representing genes that could turn on or off, with each "gene" linked to at most two others. Despite the possibility of nearly one million trillion trillion combinations, the system quickly stabilized into cycles of just 5-10 states. This suggested that life's genetic complexity wasn't a mathematical miracle but the natural work of independent agents operating at the edge of chaos under favorable conditions.

第8章

Self-Organization in Action

Visa exemplifies corporate self-organization, capturing half the credit card market through decentralized structure and self-interest incentives. Created under Dee Hock in the late 1970s, Visa's model demonstrates how self-organization principles can drive competitive advantage in business settings. Alcoholics Anonymous represents self-organization in the nonprofit sphere. Founded in 1935 through a chance meeting between two recovering alcoholics, AA emerged to address societal suffering hidden beneath denial. Its simple 12-step process and elegantly minimal structure-no hierarchy, paid staff, or endowment-created the DNA for a new organizational species. The model sparked a global movement, with AA principles now powering hundreds of self-help organizations worldwide, from MADD to abuse support groups, engaging over thirty million people globally. Silicon Valley demonstrates self-organization through continuous formation of startups and strategic alliances between corporations, universities, and venture firms. Its emergence manifests in spawning groundbreaking technologies, business platforms like e-commerce, and innovative practices characterized by perpetual disequilibrium and rapid pace. Home to one-third of America's largest technology companies created since 1965, the Valley generated 150,000 new tech jobs between 1975-1990-triple Boston's Route 128 corridor. By 1997, Silicon Valley attracted $2.8 billion in venture capital compared to Boston's $700 million. The U.S. Army demonstrates how traditional organizations can harness self-organization and emergence as enduring capabilities. Beginning in the late 1980s, Army leadership consciously embraced these principles as alternatives to their command-and-control legacy. General Gordon Sullivan explains the paradox: "Managing massive amounts of information and resisting the temptation to over-control it... The competitive advantage is nullified when you try to run decisions up and down the chain of command." The Army's transformation centers around three remarkable training centers, particularly the National Training Center (NTC) in California's Mojave Desert. There, 3,000-4,000 person brigades undergo grueling two-week simulations against comparable opponents, with 600 observer/controllers providing personal coaching and facilitating After Action Reviews (AARs). These $1 million-per-day exercises across 650,000 acres have trained over half a million personnel, confronting them with hard evidence of discrepancies between intentions and execution. Self-organization doesn't mean people left entirely to their own devices will miraculously generate positive outcomes. The Chinese Cultural Revolution demonstrates this danger-Mao's vague directives without boundaries led to chaos and destruction. Productive self-organization requires clear boundaries. Conversely, excessive control can throttle self-organization, as seen in the disappointing history of "participative management" and "self-managed teams." These initiatives often fail when management merely seeks superficial buy-in while limiting genuine contributions from the "intelligence in the nodes."

『複雑系の経営学』をもっと深く楽しむ

毎日の新しい気づきを10万件以上のレッスンから
言葉をハイライトして音声と同期
ライブラリを保存して、どの端末からでも利用

第9章

Guiding Rather Than Controlling

The coyote's evolution illustrates how linear approaches to complex systems can backfire spectacularly. Despite a century-long, $3 billion war of attrition waged by ranchers and wildlife services, coyotes have expanded from eleven western states to all forty-nine continental states, growing 20 percent larger and significantly smarter. Similarly, Federal Express's attempt to optimize pilot scheduling with powerful algorithms triggered a nonlinear response-pilots mobilized against "nightmarish flight plans" that sent them across multiple time zones with little rest, forming a union that demanded not just abandoning the new system but also increased wages and benefits. Living systems cannot be directed along predetermined paths but can be gently guided with reasonable expectations of progress. The FedEx case illustrates how optimization rarely leads to breakthroughs-their top-down reengineering of pilot scheduling became "an automated version of Taylorism" that ignored human factors. A better approach would have involved pilots in the solution process. In fitness landscape terms, reaching higher peaks requires descending into the unknown rather than climbing higher on the current peak. Nobel laureate Murray Gell-Mann reminds us that our universe operates on probabilities, not certainties. Evolution proceeds not gradually but through punctuated equilibrium-long periods of stability interrupted by radical shifts. This indeterminism shapes industries too, as demonstrated by the story of Gary Kildall and Bill Gates. Kildall's tardiness and indifference toward IBM executives, combined with the chance encounter between Gates's mother and IBM's CEO, created a cascade of events that made Microsoft dominant while Kildall died bitter in a biker bar. In complex systems, "frozen accidents" are coincidences that become locked in as permanent features. We see frozen accidents everywhere: in the development of bicycles and automobiles, the global dominance of English, standard clock design, electrical voltage standards, video formats, and even railroad track gauges (which trace back to Roman chariot ruts). Knowledge-based sectors are particularly prone to this phenomenon, which Brian Arthur calls "lock-in." Unlike traditional industries that experience diminishing returns, knowledge businesses often enjoy increasing returns-the more you produce, the more you earn. The birth of Java at Sun Microsystems perfectly illustrates how indeterminism and frozen accidents shape business outcomes. It began with a chance encounter-when programmer Patrick Naughton told CEO Scott McNealy he was quitting during a post-hockey game beer. This led to Naughton being tasked with assembling a small team to develop Sun's next generation of products "the right way." The team initially focused on creating a universal remote control device for electronic appliances, which required a universal programming language. Despite this innovation, the team pursued hardware partnerships with Mitsubishi, France Telecom, Time Warner, and 3DO-all of which failed. The project was nearly terminated. The story would have ended there except for two factors: the emergence of the World Wide Web and Sun co-founder Bill Joy's recognition that the "benign virus" (renamed Java) was perfect for Internet applications. Despite internal resistance to giving away a $300 million investment, Java was shared freely. When Microsoft attacked Netscape, Netscape embraced Java as a lifeline. This frozen accident ultimately positioned Java as a threat to Microsoft's control, contributing to the Department of Justice's antitrust suit against Microsoft.

第10章

Designing for Emergence

Design is the invisible hand that brings organizations to life and life to organizations. Unlike engineering, architectural design provides structural integrity, functionality, and aesthetic appeal while remaining intentionally incomplete, allowing us to engage with it and infuse our values over time. Like airport lounges that guide behavior without explicit rules, good design works its magic without our awareness. Because practical knowledge is socially acquired, influencing the social system efficiently alters the knowledge system and triggers learning. An organization's beliefs appear in conversation-through strategies, financial reports, public discourse, stories of heroes, accounts of failures, and even silent thoughts. Conversation is the single most important business process when the goal is shifting beliefs and thinking. Former Hewlett-Packard CEO Lew Platt frequently defined his job as "managing conversations." The central premise in designing for emergence is that adults are "more likely to act their way into a new way of thinking than think their way into a new way of acting." All design considerations leverage real-time experience, as deep beliefs tend to reverse-engineer themselves to conform to new realities over time. You cannot design a "brave new world" from scratch. Instead, you must disturb the existing system enough to allow new possibilities to emerge. This mirrors ecological lessons from prairie restoration, where scientists discovered that success came from working with existing weedy fields and introducing fire as a destabilizing force. In a fallow field "unfrozen" by fire, some original prairie members remain and quicken the assembly of the prairie system. The new species must carve niches among existing competitors, with survival determined by their ability to withstand this struggle. What fire does for the savanna, unfreezing does for organizations: it disrupts and regenerates. Xerox PARC developed remarkable innovations-the first personal computer, commercial mouse, flat screen displays, laser printer, and Ethernet-yet failed to capitalize on these wealth-creating opportunities because they ignored prairie restoration principles. Their experiments were overly sheltered from the company's mainstream business, preventing cross-pollination and coevolution. Unlike Monsanto, Xerox never convened large workshops or enrolled mainstream stakeholders to reinvent businesses through new technologies and market knowledge. British Petroleum's Exploration unit faced an adaptive challenge requiring the pooling of technical expertise from Britain and America to interpret geological profiles. Using the Seven-S Framework, BPX's 100 senior leaders examined the gap between their strategy and organizational reality-a gap so intimidating it generated productive disequilibrium. Participants recognized their dysfunctional feudal regional structure, incompatible information systems, "warring tribes" culture, problematic staffing policies, absence of shared values, and mediocre oil discovery skills. This juxtaposition of organizational reality against ambitious strategy provided a powerful wake-up call.

聴きながら、すべての言葉を目で追えます

『複雑系の経営学』の一語一語が音声に合わせてリアルタイムでハイライトされ、自然に読み進められます。

第11章

The Disciplines of Organizational Vitality

After restoring organizational vitality through design for emergence, sustaining it paradoxically requires disciplines-fractal-like routines that evoke vitality by helping organizations sustain disequilibrium, thrive in near-chaos, and foster self-organization. These must be internalized at the individual level to achieve organizational benefits. The seven disciplines include: infusing understanding of business success drivers, insisting on straight talk, managing from the future, rewarding inventive accountability, learning from mistakes, fostering relentless discomfort, and cultivating reciprocity between individuals and the organization. Disciplines function as organizational fractals-simple building blocks that can be assembled into more complex forms. Like Mandelbrot's mathematical discoveries that revealed repeating patterns at every level of magnification, the disciplines represent core routines that can be applied in countless ways while maintaining their fundamental structure. Whether quality circles at Ford or fishbowls at Shell, these fractal-like practices channel distributed intelligence to ensure reliability while simultaneously stimulating creativity. The first discipline-infusing an intricate understanding of what drives business success-disturbs equilibrium by establishing clear "line of sight" connections between a firm's strategy and individual performance. At Sears, research revealed that employee satisfaction directly correlated with customer retention and profitability. Through Town Hall meetings, Arthur Martinez shared this insight, helping employees understand the business mechanics. The second discipline-insisting on uncompromising straight talk-fosters disequilibrium and is essential for organizations operating near the edge of chaos. At Intel, straight talk manifests as blunt verbal exchanges that may appear brutal to outsiders. During a Tokyo trip assessing Intel's competitiveness against Japanese standards, senior executives engaged in a fierce debate with "four-letter epithets flying back and forth like ping-pong balls." Despite the intensity, the team later resolved their differences and implemented ideas to match Japanese rivals. The third discipline-managing from the future-establishes compelling goals that draw organizations out of their comfort zones. In 1987, real estate lawyer Billy Payne set his sights on bringing the 1996 Olympics to Atlanta despite having no direct financial support from the city or state. He succeeded by creating a tangible goal that resonated with a strange attractor-Southern pride and hospitality. After securing Coca-Cola's $540 million sponsorship in 1992, Payne solved the facilities problem by spreading events across multiple locations, created a $1.7 billion temporary corporation, oversaw 82,500 workers and 42,000 volunteers, hosted 5.5 million visitors, and ultimately turned $250 million in assets over to Atlanta.

第12章

Reciprocity: The Ultimate Discipline

Reciprocity stands as the most important yet hardest discipline to establish. Essential to sustained collaborative work, it provides the bonds that enable distributed intelligence within living systems to unite for the common good. The stronger these linkages, the more capable the organism becomes of adaptive work. In nature, reciprocal relationships are common, as seen in symbiotic arrangements between species and within collaborative species like Capuchin monkeys who share food obtained through group effort but keep individually obtained food. Organizations must ensure members receive benefits commensurate with their contributions to sustain commitment during periods of stress. This challenge arises from five competing considerations: companies need agility to survive, yet demand more from employees despite reluctance to make long-term commitments; workers have grown wary after decades of downsizing; knowledge-workers now hold power as sources of competitiveness; and extended ownership through stock options and ESOPs motivates employees to scrutinize management actions more closely. The old model where corporations resembled ocean liners carrying employees through lifelong careers has disappeared. William H. Whyte's "The Organization Man" (1956) described a quaint reciprocity code where individuals trusted their destiny to organizations that promised lifelong employment. Today's "New Deal" offers no guarantees of business longevity, protection from acquisition, promotions, employment until retirement, pensions, or expectations of loyalty. Since 1980, self-employment has increased tenfold to 16% of the U.S. workforce, temporary employment has grown 240%, and outsourcing has become a $100 billion industry as both employers and employees have adapted to this new reality. While employers have become more agile and workers more wary in the new economy, organizations facing adaptive challenges need stronger bonds with employees to unleash collective intelligence. Though Peter Drucker originally defined "knowledge workers" narrowly as professionals like engineers and managers (35-40% of employees), from a living systems perspective, all workers are knowledge workers. At Nissan, Toyota, and even the U.S. Army, every employee is viewed as crucial to organizational intelligence. Southwest Airlines exemplifies reciprocity by treating all employees as knowledge workers who contribute to its unique differentiation. The airline encourages playfulness-from flight attendants who pop out of overhead bins to singing safety announcements-while maintaining a highly disciplined operation with costs 25% below industry standard. Southwest screens 150,000 applications yearly to hire just 5,000 people, looking for extroverts, team players, and individuals with flexibility. All employees own stock, and CEO Herb Kelleher strives to know each by name, staying accessible and fixing problems directly. Unlike most companies that prioritize shareholders first, Southwest puts employees first, customers second, and shareholders third, believing that employee happiness drives everything else. At Intel's $2 billion fabrication plant near Albuquerque, plant manager Dave Marsing demonstrates reciprocity in one of America's most intense industrial environments. A single mistake on one silicon wafer costs Intel a quarter-million dollars, yet Marsing maintains a calm demeanor through routine production and stressful new-product launches. He believes maximizing profits comes through motivated, happy employees, and achieves this by bringing together diverse people, allowing authenticity, aligning them with corporate vision, and giving them creative freedom. The book concludes by reinforcing that knowledge-based competition demands more commitment even as work becomes less secure. The seven disciplines-intricate understanding, uncompromising straight talk, a powerful future, inventive accountability, harnessing adversity, relentless discomfort, and reciprocity-can each stand alone but gain enormous power when used together. Though maintaining attention to all these factors simultaneously is draining, once practices are established, much becomes self-sustaining. Keeping life in a living system may be hard work, but it's "exhilarating, rewarding, and crucial."

★★★★★

『複雑系の経営学』を最後まで読み終えました

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『複雑系の経営学』の主要テーマ

complex adaptive systems
organizational self-organization
edge of chaos
biomimicry in management
equilibrium avoidance

『複雑系の経営学』の名言

Equilibrium precedes death, making systems less responsive to change.
Living things move toward the edge of chaos when threatened.
Equilibrium often disguises itself as advantage.
Diversity provides crucial protection against threats.
Corporate “fringes” generate the most innovative ideas.

『複雑系の経営学』の登場人物

Richard Tanner PascaleLead author and management theorist
Linda GiojaCo-author and organizational consultant
Mark MillemanCo-author and leadership advisor
Robert ShapiroCEO of Monsanto who applied living systems theory
William HamiltonOxford biologist who explains genetic diversity

著者について

リチャード・タナー・パスカル、リンダ・ジョージャ、マーク・ミルマンは、『Surfing the Edge of Chaos（カオスの縁をサーフィンする）』の著者であり、組織戦略と複雑系科学における先駆的な思想家です。

パスカル（1938–2024）は、ハーバード大学MBAを取得し、スタンフォード大学ビジネススクールで20年間にわたり教鞭を執りました。『エコノミスト』誌からは「過去50年で最も影響力のあるマネジメント・グルの一人」と称賛されました。生物学的システム理論とビジネス・イノベーションを融合させる彼の専門性は、フォーチュン100企業へのコンサルティングや、オックスフォード大学サイード・ビジネススクールのアソシエイト・フェローとしての役割に端を発しています。共著者のマーク・ミルマンはシステム思考の洞察力を提供し、リンダ・ジョージャはカオス理論のリーダーシップへの応用という探求に新たな視点をもたらしました。

パスカルの代表作には、1980年代の企業戦略の基礎となった『日本の経営（The Art of Japanese Management）』や『Managing on the Edge』があり、従来の経営慣行に疑問を投げかけることでその名声を確立しました。『Surfing the Edge of Chaos』は彼の遺産をさらに発展させたものであり、激動する市場で成功するための枠組みを提示しています。多言語に翻訳された本書は、現在も世界中のビジネス・カリキュラムやエグゼクティブ・トレーニング・プログラムの定番となっています。

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Operating Economics: Building Antifragile Companies

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Power, Chaos, and the Antifragile Leader

Making Sense of Chaos

J Doyne Farmer

Competing in the New World of Work

Keith Ferrazzi & Kian Gohar & Noel Weyrich

Great by Choice

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The Starfish and the Spider

Ori Brafman & Rod A. Beckstrom

Blue Ocean Shift

Renée Mauborgne

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The Management Shadow: Taleb/Kahneman/Greene

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The Conqueror’s Code: Strategic Leadership

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Think like Nassim taleb

In an increasingly volatile world, traditional linear thinking often leads to catastrophic failure. This plan is essential for decision-makers, investors, and strategists who want to move beyond mere resilience and learn to profit from uncertainty.

5 h 30 m•4 セクション

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The Strategist's Toolkit for Human Dynamics

In high-stakes environments, understanding the hidden layers of human behavior is a critical survival skill. This plan is designed for leaders and professionals who need to identify predatory tactics and apply strategic decision-making to win in competitive social landscapes.

1 h 45 m•3 セクション

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The Architecture of a Fearless Life

This plan is essential for professionals and seekers struggling with burnout, anxiety about the future, or the pressure of high-stakes results. It offers a blueprint for building resilience by integrating ancient wisdom into modern daily routines, making it ideal for anyone looking to find stability in an unpredictable world.

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Machiavelli for Modern Leaders

This plan is essential for leaders navigating volatile environments where traditional idealism often fails. It provides a pragmatic toolkit for executives and managers who need to master power dynamics, strategic agility, and reputation management to ensure institutional longevity.

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コロンビア大学卒業生がサンフランシスコで開発

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BeFreedがウェブ上でどのように話題になっているかをもっと見る

コロンビア大学卒業生がサンフランシスコで開発

LOVED BY

1,000,000+ curious minds.

4.7

avg rating

1M+ learners

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

BeFreedがウェブ上でどのように話題になっているかをもっと見る

今すぐ学習の旅を始めよう

第12章

複雑系の経営学

概要『複雑系の経営学』の概要

1冊の本。さまざまな聴き方。

When Nature's Wisdom Transforms Business

The Living Systems Revolution

聴きながら、すべての言葉を目で追えます

The Dangers of Organizational Equilibrium

Sears: A Case Study in Breaking Equilibrium

『複雑系の経営学』をもっと深く楽しむ

Finding the Edge of Chaos

Monsanto's Journey at the Edge

聴きながら、すべての言葉を目で追えます

Self-Organization and Emergence

Self-Organization in Action

『複雑系の経営学』をもっと深く楽しむ

Guiding Rather Than Controlling

Designing for Emergence

聴きながら、すべての言葉を目で追えます

The Disciplines of Organizational Vitality

Reciprocity: The Ultimate Discipline

『複雑系の経営学』を最後まで読み終えました

『複雑系の経営学』の主要テーマ

『複雑系の経営学』の名言

『複雑系の経営学』の登場人物

著者について

複雑系の経営学の要約をダウンロード

他のユーザーのお気に入り

この本に関するよくある質問

What is Surfing the Edge of Chaos about?

Who should read Surfing the Edge of Chaos?

Is Surfing the Edge of Chaos worth reading?

Who are the authors of Surfing the Edge of Chaos?

もっと見る

1,000,000+ curious minds.

1,000,000+ curious minds.

1冊の本。さまざまな聴き方。

When Nature's Wisdom Transforms Business

The Living Systems Revolution

聴きながら、すべての言葉を目で追えます

The Dangers of Organizational Equilibrium

Sears: A Case Study in Breaking Equilibrium

『複雑系の経営学』をもっと深く楽しむ

Finding the Edge of Chaos

Monsanto's Journey at the Edge

聴きながら、すべての言葉を目で追えます

Self-Organization and Emergence

Self-Organization in Action

『複雑系の経営学』をもっと深く楽しむ

Guiding Rather Than Controlling

Designing for Emergence

聴きながら、すべての言葉を目で追えます

The Disciplines of Organizational Vitality

Reciprocity: The Ultimate Discipline

『複雑系の経営学』を最後まで読み終えました

他のユーザーのお気に入り

もっと見る

『複雑系の経営学』の概要