Strategic innovation

This page describes the organizational forces that limit change. It explains how to overcome them when necessary.

This page uses an example to illustrate how:

A business can gain focus from targeting key customers,
Business planning activities performed by the whole organization can build awareness, empowerment and coherence.
A program approach can ensure strategic alignment.

This page uses the example of HP's printer organization freeing itself from its organizational constraints to sell a printer targeted at the IBM pc user.
The constraints are described.
The techniques to overcome them are implied.

We are products of complexity, but our evolution has focused our understanding on the situation of hunter gatherers on the African savanna. As humanity has become more powerful we can significantly impact the systems we depend on. But we struggle to comprehend them. So this web frame explores significant real world complex adaptive systems (CAS): Assumptions of randomness & equilibrium allowed the wealthy & powerful to expand the size and leverage of stock markets, by placing at risk the insurance and retirement savings of the working class. The assumptions are wrong but remain entrenched. The US nation was built from two divergent political views of: Jefferson and Hamilton. It also reflects the development of competing ancient ideas of Epicurus and Cyril. But the collapse of Bretton Woods forced Wall Street into a position of power, while the middle and working class were abandoned by the elites. Housing financed with cash from oil and derivative transactions helped hide the shift. Most US health care is still operating the way cars built in the 1940s did. Geisinger is an example of better solution. But transforming the whole network is a challenge. And public health investment has proved far more beneficial. Helping our children learn to be effective adults is part of our humanity, but we have created a robust but deeply flawed education system. Better alternatives have emerged. Spoken language, reading and writing emerged allowing our good ideas to become a second genetic material. The emergence of the global economy in the 1600s and its subsequent development; It explains how the examples relate to each other, why we all have trouble effectively comprehending these systems and explains how our inexperience with CAS can lead to catastrophe. It outlines the items we see as key to the system and why. Example systems frame
Dietrich Dorner argues complex adaptive systems (CAS) are hard to understand and manage. He provides examples of how this feature of these systems can have disastrous consequences for their human managers. Dorner suggests this is due to CAS properties psychological impact on our otherwise successful mental strategic toolkit. To prepare to more effectively manage CAS, Dorner recommends use of: Effective iterative planning and Practice with complex scenario simulations; tools which he reviews. Complexity catastrophes
E. O. Wilson reviews the effect of man on the natural world to date and explains how the two systems can coexist most effectively. Adaptive ecology
Barton Gellman details the strategies used by Vice President Cheney to align the global system with his economics, defense, and energy goals. US vds alignment
Kevin Kruse argues that from 1930 onwards the corporate elite and the Republican party have developed and relentlessly executed strategies to undermine Franklin Roosevelt and the New Deal. Their successful strategy used the credibility of conservative religious leaders to: Demonstrate religious issues with the New Deal. Integrate the corporate elite and evangelicals. Use the power of corporate advertising and Hollywood to reeducate the American people to view the US as historically religious and the New Deal and liberalism as anti-religious socialism. Focus the message through evangelicals including Vereide and Graham. Centralize the strategy through President Eisenhower. Add religious elements to mainstream American symbols: money, pledge; Push for prayer in public school Push Congress to promote prayer Make elections more about religious positions. Following our summary of his arguments RSS frames them from the perspective of complex adaptive system (CAS) theory. Strategy is the art of the possible. But it also depends on persistence. Inventing Christian America
Charles Ferguson argues that the US power structure has become highly corrupt. Ferguson identifies key events which contributed to the transformation: Junk bonds, Derivative deregulation, CMOs, ABS and analyst fraud, Financial network deregulation, Financial network consolidation, Short term incentives Subsequently the George W. Bush administration used the situation to build a global bubble, which Wall Street leveraged. The bursting of the bubble: managed by the Bush Administration and Bernanke Federal Reserve; was advantageous to some. Ferguson concludes that the restructured and deregulated financial services industry is damaging to the American economy. And it is supported by powerful, incentive aligned academics. He sees the result being a rigged system. Ferguson offers his proposals for change and offers hope that a charismatic young FDR will appear. Following our summary of his arguments, RSS comments on them framed by complex adaptive system (CAS) theory. Once the constraints are removed from CAS amplifiers, it becomes advantageous to leverage the increased flows. And it is often relatively damaging not to participate. Corruption and parasitism can become entrenched. Financial WMD
Matt Taibbi describes the phenotypic alignment of the American justice system. The result he explains relentlessly grinds the poor and undocumented into resources to be constrained, consumed and ejected. Even as it supports and aligns the financial infrastructure into a potent weapon capable of targeting any company or nation to extract profits and leave the victim deflated. Taibbi uses five scenarios to provide a broad picture of the: activities, crimes, policing, prosecutions, court processes, prisons and deportation network. The scenarios are: Undocumented people's neighborhoods, Poor neighborhoods, Welfare recipients, Credit card debtors and Financial institutions. Following our summary of his arguments, RSS comments on them framed by complex adaptive system (CAS) theory. The alignment of the justice system reflects a set of long term strategies and responses to a powerful global arms race that the US leadership intends to win. Aligned justice
Jonathan Powell describes how the government of, the former UK Prime Minister, Tony Blair, actually operated. Powell was Blair's only chief of staff. Mechanics of power
H. A. Hayek compares and contrasts collectivism and libertarianism. Libertarianism
John Doerr argues that company leaders and their organizations, hugely benefit from Andy Grove's OKRs. He promotes strategies that help OKR success: Focus, Align, Track, Stretch; replaces yearly performance reviews, and provides illustrative success stories. Doerr stresses Dov Seidman's view that employees are adaptive and will respond to what they see being measured. He asserts culturally supported OKRs/CFR processes will be transformative. Following our summary of his arguments, RSS comments on them framed by complex adaptive system (CAS) theory. Doerr's architecture is tailored for the startups KPCB invests in. It is a subset of the general case of schematic plans, genetic operators and Shewhart cycles that drive all CAS. Doerr's approach limits support of learning and deemphasizes the association to planning. Startup PDCA
David Bodanis illustrates how disruptive effects can take hold. While the French revolution had many driving forces including famine and oppression the emergence of a new philosophical vision ensured that thoughtful leaders were constrained and conflicted in their responses to the crisis. Voltaire's disruptive network
An epistatic meme suppressed for a thousand years reemerges during the enlightenment. It was a poem encapsulating the ideas of Epicurus rediscovered by a humanist book hunter. Greenblatt describes the process of suppression and reemergence. He argues that the rediscovery was the foundation of the modern world. Complex adaptive system (CAS) models of the memetic mechanisms are discussed. Constraining happiness
Isaacson uses the historic development of the global cloud of web services to explore Ada Lovelace's ideas about thinking machines and poetic science. He highlights the value of computer augmented human creativity and the need for liberal arts to fulfill the process. Complex adaptive system (CAS) models of agent networks and collaboration are discussed. Arts technology & intelligence
Haikonen juxtaposes the philosophy and psychology of consciousness with engineering practice to refine the debate on the hard problem of consciousness. During the journey he describes the architecture of a robot that highlights the potential and challenges of associative neural networks. Complex adaptive system (CAS) theory is then used to illustrate the additional requirements and constraints of self-assembling evolved conscious animals. It will be seen that Haikonen's neural architecture, Smiley's Copycat architecture and molecular biology's intracellular architecture leverage the same associative properties. Associatively integrated robots
Good ideas are successful because they build upon prior developments that have been successfully implemented. Johnson demonstrates that they are phenotypic expressions of memetic plans subject to the laws of complex adaptive systems (CAS). Developing ideas
Strategic innovation
Roger Cohen's New York Times opinion about the implications of BREXIT is summarized. His ideas are then framed by complex adaptive system (CAS) theory and reviewed. BREXIT
Scott Galloway argues that Apple, Amazon, Facebook and Google are monopolists that trade workers for technology. Monopolies that he argues should be broken up to ensure the return of a middle class. Following our summary of his arguments, RSS comments on these arguments assuming they relate to a complex adaptive system (CAS). While Scott's issue is highly significant his analysis conflicts with relevant CAS history and theory. Monopoly job killers
The IPO of Netscape is defined as the key emergent event of the New Economy by Michael Mandel. Following the summary of Mandel's key points the complex adaptive system (CAS) aspects are highlighted. New economy
Ed Conway argues that Bretton Woods produced a unique set of rules and infrastructure for supporting the global economy. It was enabled by the experience of Keynes and White during and after the First World War, their dislike of the Gold Standard, the necessity of improving the situation between the wars and the opportunity created by the catastrophe of the Second World War. He describes how it was planned and developed. How it emerged from the summit. And he shows how the opportunity inevitably allowed the US to replace the UK at the center of the global economy. Like all plans there are mistakes and Conway takes us through them and how the US recovered the situation as best it could. And then Conway describes the period after Bretton Woods collapsed. He explains what followed and also compares the relative performance of the various periods before during and after Bretton Woods. Following our summary of his arguments RSS comments from the perspective of Complex Adaptive System (CAS) theory. Conway's book illustrates the rule making and infrastructure that together build an evolved amplifier. He shows the strategies at play of agents that were for and against the development and deployment of the system. And The Summit provides a key piece of the history of our global economic CAS. Bretton woods
A key agent in the 1990 - 2008 housing expansion Countrywide is linked into the residential mortgage value delivery system (VDS) by Paul Muolo and Mathew Padilla. But they show the VDS was full of amplifiers and control points. With no one incented to apply the brakes the bubble grew and burst. Following the summary of Muolo and Padilla's key points the complex adaptive system (CAS) aspects are highlighted. Housing amplifiers
Satyajit Das uses an Indonesian company's derivative trades to introduce us to the workings of the international derivatives system. Das describes the components of the value delivery system and the key transactions. He demonstrates how the system interacted with emerging economies expanding them, extracting profits and then moving on as the induced bubbles burst. Following Das's key points the complex adaptive system (CAS) aspects are highlighted. Derivative systems
Johnson & Kwak argue that expanding the national debt provides a hedge against unforeseen future problems, as long as creditors are willing to continue lending. They illustrate different approaches to managing the debt within the US over its history and of the eighteenth century administrations of England and France. The US embodies two different political and economic systems which approach the national debt differently: Taxes to support a sinking fund to ensure credit to leverage fiscal power in: Wars, Pandemics, Trade disputes, Hurricanes, Social programs; Starting with Hamilton, Lincoln & Chase, Wilson, FDR; Low taxes, limited infrastructure, with risk assumed by individuals: Advocated by President's Jefferson & Madison, Reagan, George W. Bush (Gingrich); Johnson & Kwak develop a model of what the US government does. They argue that the conflicting sinking fund and low tax approaches leaves the nation 'stuck in the middle' with a future problem. And they offer their list of 'first principles' to help assess the best approach for moving from 2012 into the future. They conclude the question is still political. They hope it can be resolved with an awareness of their detailed explanations. They ask who is willing to push all the coming risk onto individuals. Following our summary of their arguments RSS frames them from the perspective of complex adaptive system (CAS) theory. Historically developing within the global cotton value delivery system, key CAS features are highlighted. National debt
Robert Gordon argues that the inventions of the second industrial revolution were the foundation for American economic growth. Gordon shows how flows of people into difficult rural America built a population base which then took the opportunity to move on to urban settings: Houses, Food in supermarkets, Clothes in department stores; that supported increasing productivity and standard of living. The deployment of nationwide networks: Rail, Road, Utilities; terminating in the urban housing and work places allowing the workers to leverage time saving goods and services, which helped grow the economy. Gordon describes the concomitant transformation of: Communications and advertising Credit and finance Public health and the health care network Health insurance Education Social and welfare services Counter intuitively the constraints introduced before and in the Great Depression and the demands of World War 2 provide the amplifiers that drive the inventions deeply and fully into every aspect of the economy between 1940 and 1970 creating the exceptional growth and standard of living of post war America. Subsequently the rate of growth was limited until the shift of women into the workplace and the full networking of voice and data supported the Internet and World Wide Web completed the third industrial revolution, but the effects were muted by the narrow reach of the technologies. The development of Big Data, Robots, and Artificial Intelligence may support additional growth, but Gordon is unconvinced because of the collapse of the middle class. Following our summary of Gordon's book RSS frames his arguments from the perspective of complex adaptive system (CAS) theory. American growth
Carl Menger argues that the market induced the emergence of money based on the attractive features of precious metals. He compares the potential for government edicts to create money but sees them as lacking. Following our summary of his arguments RSS frames his arguments from the perspective of complex adaptive system (CAS) theory. With two hundred years of additional knowledge we conclude that precious metals are not as attractive as Menger asserts. Government backed promissory notes are analogous to: Other evolved CAS forms of ubiquitous high energy transaction intermediates and Schematic strategies that are proving optimal in supporting survival and replication in the currently accessible niches. Emergence of money
Eric Beinhocker sets out to answer a question Adam Smith developed in the Wealth of Nations: what is wealth? To do this he replaces traditional economic theory, which is based on the assumption that an economy is a system in equilibrium, with complexity economics in which the economy is modeled as a complex adaptive system (CAS). He introduces Sugerscape to illustrate an economic CAS model in action. And then he explains the major features of a CAS economy: Dynamics, Agents, Networks, Emergence, and Evolution. Building on complexity economics Beinhocker reviews how evolution applies to the economy to build wealth. He explains how design spaces map strategies to instances of physical and social technologies. And he identifies the interactors and selection mechanism of economic evolution. This allows Beinhocker to develop a new definition of wealth. In the rest of the book Beinhocker looks at the consequences of adopting complexity economics for business and society: Strategy, Organization, Finance, & Politics & Policy. Following our summary of his arguments, RSS explores his conclusions and aligns Beinhocker's model of CAS with the CAS theory and evidence we leverage. Economic complexity
Sven Beckert describes the historic transformation of the growing, spinning, weaving, manufacture of cotton goods and their trade over time. He describes the rise of a first global commodity, its dependence on increasing: military power, returns for the control points in the value delivery system(VDS), availability of land and labor to work it including slaves. He explains how cotton offered the opportunity for industrialization further amplifying the productive capacity of the VDS and the power of the control points. This VDS was quickly copied. The increased capacity of the industrialized cotton complex adaptive system (CAS) required more labor to operate the machines. Beckert describes the innovative introduction of wages and the ways found to mobilize industrial labor. Beckert describes the characteristics of the industrial cotton CAS which made it flexible enough to become globally interconnected. Slavery made the production system so cost effective that all prior structures collapsed as they interconnected. So when the US civil war blocked access to the major production nodes in the American Deep South the CAS began adapting. Beckert describes the global reconstruction that occurred and the resulting destruction of the traditional ways of life in the global countryside. This colonial expansion further enriched and empowered the 'western' nation states. Beckert explains how other countries responded by copying the colonial strategies and creating the opportunities for future armed conflict among the original colonialists and the new upstarts. Completing the adaptive shifts Beckert describes the advocates for industrialization in the colonized global south and how over time they joined the global cotton CAS disrupting the early western manufacturing nodes and creating the current global CAS dominated by merchants like Wal-Mart pulling goods through a network of clothing manufacturers, spinning and weaving factories, and growers competing with each other on cost. Following our summary of Beckert's book, RSS comments from the perspective of CAS theory. The transformation of disconnected peasant farmers, pastoral warriors and their lands into a supply chain for a highly profitable industrial CAS required the development over time: of military force, global transportation and communication networks, perception and representation control networks, capital stores and flows, models, rules, standards and markets; along with the support at key points of: barriers, disruption, and infrastructure and evolved amplifiers. The emergent system demonstrates the powerful constraining influence of extended phenotypic alignment. Globalization from cotton
The structure and problems of the US health care network is described in terms of complex adaptive system (CAS) theory. The network: Is deeply embedded in the US nation state. It reflects the conflict between two opposing visions for the US: high tax with safety net or low tax without. The emergence of a parasitic elite supported by tax policy, further constrains the choices available to improve the efficiency and effectiveness of the network. The US is optimized to sell its citizens dangerous levels of: salt, sugar, cigarettes, guns, light, cell phones, opioids, costly education, global travel, antibacterials, formula, foods including endocrine disrupters; Accepting the US controlled global supply chain's offered goods & services results in: debt, chronic stress, amplified consumption and toxic excess, leading to obesity, addiction, driving instead of walking, microbiome collapse; Is incented to focus on localized competition generating massive & costly duplication of services within physician based health care operations instead of proven public health strategies. This process drives increasing research & treatment complexity and promotes hope for each new technological breakthrough. Is amplified by the legislatively structured separation and indirection of service development, provision, reimbursement and payment. Is impacted by the different political strategies for managing the increasing cost of health care for the demographic bulge of retirees. Is presented with acute and chronic problems to respond to. As currently setup the network is tuned to handle acute problems. The interactions with patients tend to be transactional. Includes a legislated health insurance infrastructure which is: Costly and inefficient Structured around yearly contracts which undermine long-term health goals and strategies. Is supported by increasingly regulated HCIT which offers to improve data sharing and quality but has entrenched commercial EHR products deep within the hospital systems. Is maintained, and kept in alignment, by massive network effects across the: Hospital platform based sub-networks connecting to Physician networks Health insurance networks - amplified by ACA narrow network legislation Hospital clinical supply and food production networks Medical school and academic research network and NIH Global transportation network Public health networks Health care IT supply network Health care
Deaton describes the wellbeing of people around the world today. He explains the powerful benefit of public health strategies and the effect of growth in material wellbeing but also the corrosive effects of aid. Following our summary of Deaton's arguments RSS comments from the perspective of complex adaptive system (CAS) theory. The situation he describes is complex including powerful amplifiers, alignment and incentives that overlap broadly with other RSS summaries of adaptations of: The biosphere, Politics, Economics, Philosophy and Health care. Improving wellbeing
Donald Barlett and James Steele write about their investigations of the major problems afflicting US health care as of 2006. Problems of US health care
Glenn Steele & David Feinberg review the development of the modern Geisinger healthcare business after its near collapse following the abandoned merger with Penn State AMC. After an overview of the business, they describe how a calamity unfolding around them supported building a vision of a better US health care network. And they explain: How they planned out the transformation, Leveraging an effective governance structure, Using a strategy to gain buy in, Enabling reengineering at the clinician patient interface. Implementing the reengineering for acute, chronic & hot spot care; to help the patients and help the physicians. Geisinger's leverage of biologics. Reengineering healing with ProvenExperience. Where Geisinger is headed next. Following our summary of their arguments RSS comments on them. We frame their ideas with complex adaptive system (CAS) theory. E2E insured quality care
Robert Pearl explains the perspectives of a health care leader and son who know that the current health care network interacts with human behavior to induce a poorly performing system that caused his father's death. But he is confident that these problem perceptions can be changed. Once that occurs he asserts the network will become more integrated, coordinated, collaborative, better led, and empathetic to their patients. The supporting technology infrastructure will be made highly interoperable. All that will reduce medical errors and make care more cost effective. Following our summary of his arguments RSS comments on them. We frame his ideas with complex adaptive system (CAS) theory including synergistic examples of these systems in operation. The health care network is built out of emergent human agents. All agents must model the signals they perceive to represent and respond to them. Pinker explains how this occurs. Sapolsky explains why fear and hierarchy are so significant. He includes details of Josh Green's research on morality and death. Charles Ferguson highlights the pernicious nature of financial incentives. Bad medical models
US healthcare is ripe for disruption. Christensen, Grossman and Hwang argue that technologies are emerging which will support low cost business models that will undermine the current network. Applying complex adaptive system (CAS) theory to these arguments suggests that the current power hierarchy can effectively resist these progressive forces. Disrupting health care
Atul Gawande writes about the opportunity for a thirty per cent improvement in quality in medicine by organizing to deploy as agent based teams using shared schematic plans and distributed signalling or as he puts it the use of checklists. With vivid examples from a variety of situations including construction, air crew support and global health care Gawande illustrates the effects of complexity and how to organize to cope with it. Following the short review RSS additionally relates Gawande's arguments to its models of complex adaptive systems (CAS) positioning his discussion within the network of US health care, contrasting our view of complexity, comparing the forces shaping his various examples and reviewing facets of complex failures. Complexity checklists
Friedman and Martin leverage the lifelong data collected on 1,528 bright individuals selected by Dr. Lewis Terman starting in 1921, to understand what aspects of the subjects' lives significantly affected their longevity. Looking broadly across each subject's: Personality, Education, Parental impacts, Energy levels, Partnering, Careers, Religion, Social networks, Gender, Impact from war and trauma; Friedman and Martin are able to develop a set of model pathways, which each individual could be seen to select and travel along. Some paths led to the traveler having a long life. Others were problematic. The models imply that the US approach to health and wellness should focus more on supporting the development and selection of beneficial pathways. Following our summary of their arguments RSS comments from the perspective of CAS theory. The pathways are most applicable to bright individuals with the resources and support necessary to make and leverage choices they make. Striving to enter and follow a beneficial pathway seems sensible but may be impossible for individuals trapped in a collapsing network, starved of resources. Promoting longevity
Gawande uses his personal experience, analytic skills and lots of stories of innovators to demonstrate better ways of coping with aging and death. He introduces the lack of focus on aging and death in traditional medicine. And goes on to show how technology has amplified this stress point. He illustrates the traditional possibility of the independent self, living fully while aging with the support of the extended family. Central planning responded to the technological and societal changes with poorly designed infrastructure and funding. But Gawande then contrasts the power of bottom up innovations created by experts responding to their own family situations and belief systems. Gawande then explores in depth the challenges that unfold currently as we age and become infirm. He notes that the world is following the US path. As such it will have to understand the dilemma of integrating medical treatment and hospice strategies. He notes that all parties involved need courage to cope. He proposes medicine must aim to assure well being. At that point all doctors will practice palliative care. Complex adaptive system (CAS) models of agency, death, evolution, cooperation and adaptations to new technologies are discussed. Agent death
Sonia Shah reviews the millennia old (500,000 years) malarial arms race between Humanity, Anopheles mosquitoes and Plasmodium. 250 - 500 million people are infected each year with malaria and one million die. Malaria
Peter Medawar writes about key historic events in the evolution of medical science. Medical science events
Using John Holland's theory of adaptation in complex systems Baldwin and Clark propose an evolutionary theory of design. They show how this can limit the interdependencies that generate complexity within systems. They do this through a focus on modularity. Modular designed systems
Lou Gerstner describes the challenges he faced and the strategies he used to successfully restructure the computer company IBM. Compartmented systems
Grady Booch advocates an object oriented approach to computer software design. Object based systems
Bertrand Meyer develops arguments, principles and strategies for creating modular software. He concludes that abstract data types and inheritence make object orientation a superior methodology for software construction. Complex adaptive system (CAS) theory suggests agents provide an alternative strategy to the use of objects. Software construction
Tools and the businesses that produce them have evolved dramatically. W Brian Arthur shows how this occurred. Tools
Matt Ridley demonstrates the creative effect of man on the World. He highlights: A list of preconditions resulting in Additional niche capture & more free time Building a network to interconnect memes processes & tools which Enabling inter-generational transfers Innovations that help reduce environmental stress even as they leverage fossil fuels Memetic trading networks
E O. Wilson argues that campfire gatherings on the savanna supported the emergence of human creativity. This resulted in man building cultures and later exploring them, and their creator, through the humanities. Wilson identifies the transformative events, but he notes many of these are presently ignored by the humanities. So he calls for a change of approach. He: Explores creativity: how it emerged from the benefits of becoming an omnivore hunter gatherer, enabled by language & its catalysis of invention, through stories told in the evening around the campfire. He notes the power of fine art, but suggests music provides the most revealing signature of aesthetic surprise. Looks at the current limitations of the humanities, as they have suffered through years of neglect. Reviews the evolutionary processes of heredity and culture: Ultimate causes viewed through art, & music The bedrock of: Ape senses and emotions, Creative arts, language, dance, song typically studied by humanities, & Exponential change in science and technology. How the breakthrough from our primate past occurred, powered by eating meat, supporting: a bigger brain, expanded memory & language. Accelerating changes now driven by genetic cultural coevolution. The impact on human nature. Considers our emotional attachment to the natural world: hunting, gardens; we are destroying. Reviews our love of metaphor, archetypes, exploration, irony, and considers the potential for a third enlightenment, supported by cooperative action of humanities and science Following our summary of his arguments RSS frames these from the perspective of complex adaptive system (CAS) theory: The humanities are seen to be a functionalist framework for representing the cultural CAS while Wilson's desire to integrate the humanities and science gains support from viewing the endeavor as a network of layered CAS. Evening campfire rituals
Brynjolfsson and McAfee explore the effects of Moore's law on the economy. They argue it has generated exponential growth. This has been due to innovation. It has created a huge bounty of additional wealth. But the wealth is spread unevenly across society. They look at the short and long term implications of the innovation bounty and spread and the possible future of technology. Following our summary of their arguments RSS comments from the perspective of CAS theory. Brilliant technologies
Salman Khan argues that the evolved global education system is inefficient and organized around constraining and corralling students into accepting dubious ratings that lead to mundane roles. He highlights a radical and already proven alternative which offers effective self-paced deep learning processes supported by technology and freed up attention of teams of teachers. Building on his personal experience of helping overcome the unjustified failing grade of a relative Khan: Iteratively learns how to teach: Starting with Nadia, Leveraging short videos focused on content, Converging on mastery, With the help of neuroscience, and filling in dependent gaps; resulting in a different approach to the mainstream method. Assesses the broken US education system: Set in its ways, Designed for the 1800s, Inducing holes that are hidden by tests, Tests which ignore creativity. The resulting teaching process is so inefficient it needs to be supplemented with homework. Instead teachers were encouraging their pupils to use his tools at home so they could mentor them while they attended school, an inversion that significantly improves the economics. Enters the real world: Builds a scalable service, Working with a real classroom, Trying stealth learning, At Khan Academy full time, In the curriculum at Los Altos, Supporting life-long learning. Develops The One World Schoolhouse: Back to the future with a one room school, a robust teaching team, and creativity enabled; so with some catalysis even the poorest can become educated and earn credentials for current jobs. Wishes he could also correct: Summer holidays, Transcript based assessments, College education; Concludes it is now possible to provide the infrastructure for creativity to emerge and to support risk taking. Following our summary of his arguments RSS frames them from the perspective of complex adaptive system (CAS) theory. Disruption is a powerful force for change but if its force is used to support the current teachers to adopt new processes can it overcome the extended phenotypic alignment and evolutionary amplifiers sustaining the current educational network? Education versus guilds
Amy Chua and Jed Rubenfeld's New York Times opinion based on The Triple Package is summarized. Their ideas are then framed by CAS theory and reviewed. What drives success
Peter Turchin describes how major pre-industrial empires developed due to effects of geographic boundaries constraining the empires and their neighbors' interactions. Turchin shows how the asymmetries of breeding rates and resource growth rates results in dynamic cycles within cycles. After the summary of Turchin's book complex adaptive system (CAS) theory is used to augment Turchins findings. Warrior groups
Through the operation of three different food chains Michael Pollan explores their relative merits. The application of complex adaptive system (CAS) theory highlights the value of evolutionary testing of the food chain. Natural systems
E. O. Wilson & Bert Holldobler illustrate how bundled cooperative strategies can take hold. Various social insects have developed strategies which have allowed them to capture the most valuable available niches. Like humans they invest in specialization and cooperate to subdue larger, well equipped competitors. Insect superorganisms
Computational theory of the mind and evolutionary psychology provide Steven Pinker with a framework on which to develop his psychological arguments about the mind and its relationship to the brain. Humans captured a cognitive niche by natural selection 'building out' specialized aspects of their bodies and brains resulting in a system of mental organs we call the mind. He garnishes and defends the framework with findings from psychology regarding: The visual system - an example of natural selections solutions to the sensory challenges of inverse modeling of our environment; Intensions - where he highlights the challenges of hunter gatherers - making sense of the objects they perceive and predicting what they imply and natural selections powerful solutions; Emotions - which Pinker argues are essential to human prioritizing and decision making; Relationships - natural selection's strategies for coping with the most dangerous competitors, other people. He helps us understand marriage, friendships and war. These conclusions allow him to understand the development and maintenance of higher callings: Art, Music, Literature, Humor, Religion, & Philosophy; and develop a position on the meaning of life. Complex adaptive system (CAS) modeling allows RSS to frame Pinker's arguments within humanity's current situation, induced by powerful evolved amplifiers: Globalization, Cliodynamics, The green revolution and resource bottlenecks; melding his powerful predictions of the drivers of human behavior with system wide constraints. The implications are discussed. Computationally adapted mind
The stages of development of the human female, including how her brain changes and the impacts of this on her 'reality' across a full life span: conception, infantile puberty, girlhood, juvenile pause, adolescence, dating years, motherhood, post-menopause; are described. Brizendine notes the significant difference in how emotions are processed by women compared to men. Complex adaptive system (CAS) theory associates the stages with the evolutionary under-pinning, psychological implications and behavioral CAS. Evolved female brain
The complexity of behavior is explored through Sapolsky developing scenarios of our best and worst behaviors across time spans, and scientific subjects including: anthropology, psychology, neuroscience, sociology. The rich network of adaptive flows he outlines provides insights and highlight challenges for scientific research on behavior. Complex adaptive system (CAS) theory builds on Sapolsky's details highlighting the strategies that evolution has captured to successfully enter niches we now occupy. CAS behavior
Carlo Rovelli resolves the paradox of time. Rovelli initially explains that low level physics does not include time: A present that is common throughout the universe does not exist Events are only partially ordered. The present is localized The difference between past and future is not foundational. It occurs because of state that through our blurring appears particular to us Time passes at different speeds dependent on where we are and how fast we travel Time's rhythms are due to the gravitational field Our quantized physics shows neither space nor time, just processes transforming physical variables. Fundamentally there is no time. The basic equations evolve together with events, not things Then he explains how in a physical world without time its perception can emerge: Our familiar time emerges Our interaction with the world is partial, blurred, quantum indeterminate The ignorance determines the existence of thermal time and entropy that quantifies our uncertainty Directionality of time is real but perspectival. The entropy of the world in relation to us increases with our thermal time. The growth of entropy distinguishes past from future: resulting in traces and memories Each human is a unified being because: we reflect the world, we formed an image of a unified entity by interacting with our kind, and because of the perspective of memory The variable time: is one of the variables of the gravitational field. With our scale we don't register quantum fluctuations, making space-time appear determined. At our speed we don't perceive differences in time of different clocks, so we experience a single time: universal, uniform, ordered; which is helpful to our decisions Emergence of time
Consciousness has confounded philosophers and scientists for centuries. Now it is finally being characterized scientifically. That required a transformation of approach. Realizing that consciousness was ill-defined neuroscientist Stanislas Dehaene and others characterized and focused on conscious access. In the book he outlines the limitations of previous psychological dogma. Instead his use of subjective assessments opened the window to contrast totally unconscious brain activity with those including consciousness. He describes the research methods. He explains the contribution of new sensors and probes that allowed the psychological findings to be correlated, and causally related to specific neural activity. He describes the theory of the brain he uses, the 'global neuronal workspace' to position all the experimental details into a whole. He reviews how both theory and practice support diagnosis and treatment of real world mental illnesses. The implications of Dehaene's findings for subsequent consciousness research are outlined. Complex adaptive system (CAS) models of the brain's development and operation introduce constraints which are discussed. Conscious access
Reading and writing present a conundrum. The reader's brain contains neural networks tuned to reading. With imaging a written word can be followed as it progresses from the retina through a functional chain that asks: Are these letters? What do they look like? Are they a word? What does it sound like? How is it pronounced? What does it mean? Dehaene explains the importance of education in tuning the brain's networks for reading as well as good strategies for teaching reading and countering dyslexia. But he notes the reading networks developed far too recently to have directly evolved. And Dehaene asks why humans are unique in developing reading and culture. He explains the cultural engineering that shaped writing to human vision and the exaptations and neuronal structures that enable and constrain reading and culture. Dehaene's arguments show how cellular, whole animal and cultural complex adaptive system (CAS) are related. We review his explanations in CAS terms and use his insights to link cultural CAS that emerged based on reading and writing with other levels of CAS from which they emerge. Evolved reading
Read Montague explores how brains make decisions. In particular he explains how: Evolution can create indirect abstract models, such as the dopamine system, that allow Life changing real-time decisions to be made, and how Schematic structures provide encodings of computable control structures which operate through and on incomputable, schematically encoded, physically active structures and operationally associated production functions. Receptor indirection
Antonio Damasio argues that ancient & fundamental homeostatic processes, built into behaviors and updated by evolution have resulted in the emergence of nervous systems and feelings. These feelings, representing the state of the viscera, and represented with general systems supporting enteric operation, are later ubiquitously integrated into the 'images' built by the minds of higher animals including humans. Damasio highlights the separate development of the body frame in the building of minds. Damasio explains that this integration of feelings by minds supports the development of subjectivity and consciousness. His chain of emergence suggests the 'order of things.' He stresses the end-to-end integration of the organism which undermines dualism. And he reviews Chalmers hard problem of consciousness. Damasio reviews the emergence of cultures and sees feelings, integrated with reason, as the judges of the cultural creative process, linking culture to homeostasis. He sees cultures as supporting the development of tools to improve our lives. But the results of the creative process have added stresses to our lives. Following our summary of his arguments RSS frames his arguments from the perspective of complex adaptive system (CAS) theory. Each of the [super]organisms discussed is a CAS reflecting the theory of such systems: Damasio's proposals about homeostasis routed signalling, aligns well with CAS theory. Damasio's ideas on cultural stresses are elaborated by CAS examples. Emergence of feelings
Alfred Nemeczek reveals the chaotic, stressful life of Vincent van Gogh in Arles. Nemeczek shows that Vincent was driven to create, and successfully invented new methods of representing feeling in paintings, and especially portraits. Vincent worked hard to allow artists like him-self to innovate. But Vincent failed in this goal, collapsing into psychosis. Nemeczek also provides a brief history of Vincent's life. Following our summary of his main points, RSS frames the details from the perspective of complex adaptive system (CAS) theory. Vincent creates
Richard Dawkin's explores how nature has created implementations of designs, without any need for planning or design, through the accumulation of small advantageous changes. Accumulating small changes
Russ Abbott explores the impact on science of epiphenomena and the emergence of agents. Autonomous emergence
Terrence Deacon explores how constraints on dynamic flows can induce emergent phenomena which can do real work. He shows how these phenomena are sustained. The mechanism enables the development of Darwinian competition. Constraint based phenomena

Primary Navigation

In this page we explain how to use the site.
There are two main starting points:

The example systems frame and
The presentation frame.
And then there is how we use the site.

The site uses lots of click through. That's so that you can see the underlying principles that are contributing to the system being discussed. We hope that as you internalize and reflect on the principles the system should appear in a new light. At this site clicking is good!

Opportunities

This page introduces the complex adaptive system (CAS) theory frame. The theory is positioned relative to the natural sciences. It catalogs the laws and strategies which underpin the operation of systems that are based on the interaction of emergent agents.
John Holland's framework for representing complexity is outlined. Links to other key aspects of CAS theory discussed at the site are presented.

Theory

We are products of complexity, but our evolution has focused our understanding on the situation of hunter gatherers on the African savanna. As humanity has become more powerful we can significantly impact the systems we depend on. But we struggle to comprehend them. So this web frame explores significant real world complex adaptive systems (CAS):

Assumptions of randomness & equilibrium allowed the wealthy & powerful to expand the size and leverage of stock markets, by placing at risk the insurance and retirement savings of the working class. The assumptions are wrong but remain entrenched.
The US nation was built from two divergent political views of: Jefferson and Hamilton. It also reflects the development of competing ancient ideas of Epicurus and Cyril. But the collapse of Bretton Woods forced Wall Street into a position of power, while the middle and working class were abandoned by the elites. Housing financed with cash from oil and derivative transactions helped hide the shift.
Most US health care is still operating the way cars built in the 1940s did. Geisinger is an example of better solution. But transforming the whole network is a challenge. And public health investment has proved far more beneficial.
Helping our children learn to be effective adults is part of our humanity, but we have created a robust but deeply flawed education system. Better alternatives have emerged.
Spoken language, reading and writing emerged allowing our good ideas to become a second genetic material.
The emergence of the global economy in the 1600s and its subsequent development;

It explains how the examples relate to each other, why we all have trouble effectively comprehending these systems and explains how our inexperience with CAS can lead to catastrophe. It outlines the items we see as key to the system and why.

Examples

This page presents a search result list covering each linked region of rob's strategy studio.

Search

Rob's Strategy Studio aims to celebrate and illuminate complex adaptive systems (CAS) just as an art studio does art.

By way of introduction it notes the complex interactions that led to the partnership that discovered the DNA double helix and genetic code.

The page introduces the RSS vision 'I act, therefore I think' approach and the RSS mission.

It describes how many key aspects of the world are CAS including businesses.

Finally the page explains each of the framed pictures displayed at the studio including the other aspects explored in this vision frame.

Vision

This page introduces the programs that the Adaptive Web Framework (AWF) develops and uses to deploy Rob's Strategy Studio (RSS).
The programs are structured to obey complex adaptive system (CAS) principles. That allows AWF to experiment and examine the effects.
A production program generates the web pages.
A testing system tests the production program. It uses a framework to support the test programs. This is AWF's agent programming framework as described in the agent-based programming presentation.
An example of the other AWF agent-based programs that are also described in the frame is the virtual robot.
Finally a strength, weaknesses, opportunities and threats assessment is presented.

Perl

This page introduces a series of asymmetries which encourage different strategic approaches.
The differences found in business, sexual selection, gamete structure, as well as in chess encourage escalations in the interactions.
And yet the systems including these asymmetries can be quite stable.

Asymmetries

This web frame includes a set of presentations about complex adaptive systems (CAS)

Presentations

Strategic innovations

Summary

A government sanctioned monopoly supported the construction of a superorganism American Telephone and Telegraph (AT&T). Within this Bell Labs was at the center of three networks:

The evolving global scientific network.
The Bell telephone network. And
The military industrial network deploying 'fire and missile control' systems.

Bell Labs strategically leveraged each network to create an innovation engine.
They monitored the opportunities to leverage the developing ideas, reorganizing to replace incumbent opposition and enable the creation and growth of new ideas.
Once the monopoly is a power relation within:

A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;

was dismantled, AT&T disrupted.
Complex adaptive system (CAS) models of the innovation mechanisms are discussed.

The Idea Factory

In Jon Gertner's book 'The Idea Factory' he uses the work of six exemplars to illustrate American Telephone and Telegraph (AT&T) Bell Laboratory's (Bell Labs) strategies for generating revolutionary innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
s during the period between 1930 and 1970. His goal is to explore how innovation happens. Six men: Mervin Kelly (2,), Jim Fisk, William Shockley (2,), Claude Shannon, John Pierce and William Baker; were research scientists, and technical managers who catalyzed the development is a phase during the operation of a CAS agent. It allows for schematic strategies to be iteratively blended with environmental signals to solve the logistical issues of migrating newly built and transformed sub-agents. That is needed to achieve the adult configuration of the agent and optimize it for the proximate environment. Smiley includes examples of the developmental phase agents required in an emergent CAS. In situations where parents invest in the growth and memetic learning of their offspring the schematic grab bag can support optimizations to develop models, structures and actions to construct an adept adult. In humans, adolescence leverages neural plasticity, elder sibling advice and adult coaching to help prepare the deploying neuronal network and body to successfully compete.
and deployment of vacuum tube based amplifiers, transcontinental telephone networks, statistical quality control and the

Walter Shewhart's iterative development process is found in many complex adaptive systems (CAS). The mechanism is reviewed and its value in coping with random events is explained.

Shewhart cycle, germanium and silicon transistors, solar cells, information theory, pulse-code modulation, LASERs, microwave networks, fiber optic communication networks and cellular networks.

Bell Labs provided the research and development capabilities to AT&T's long distance and local phone operations and its equipment company Western Electric, so as to fulfil AT&T's universal connectivity vision. From early in its existence, Gertner explains, AT&T contained a multitude of other large companies: local phone companies, long-lines, and Western Electric.

AT&T early evolution

AT&T in 1910 was an aggressive, unscrupulous competitor intent on developing a monopoly is a power relation within:

A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;

. They resisted competitors connecting to their network. But under the chairmanship of Ted Vale AT&T's strategic approach changed.

Ted Vale's monopoly

Vale realized that AT&T would benefit from competitor's using their network and building

This page discusses the effect of the network on the agents participating in a complex adaptive system (CAS). Small world and scale free networks are considered.

network effects. He purchased as many local telephone competitors as he could. He argued for AT&T to be made a politically supervised monopoly is a power relation within:

A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;

highlighting the benefits of 'one policy, one system, universal service'.

The monopoly strategy led Vale to encourage AT&T to focus on being a technology leader over decades. Frank Jewett and Harold Arnold set about creating a laboratory at Western Electric built upon the notion that by encouraging their staff to understand a technology, they could create advances that were not only useful but revolutionary. An industrial lab, Jewett explained, was a group of intelligent men "specially trained in knowledge of the things and methods of science." A properly staffed and organized lab could avoid the mistakes of cut-and-try experimentation and in turn "bring to bear an aggregate of creative force on any particular problem which is infinitely greater than the force which can be conceived of as residing in the intellectual capacity of an individual."

Gertner suggests the activities of Bell Labs staff illustrates principles of innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
as they tried to solve problems identified in the telephone network by collecting ideas about the situation and developing products to be deployed into the network so as to solve the problems and operate without failure for forty or more years. Bell Labs was, he concludes, a factory for ideas.

Oil Drops

Gertner contrasts Robert Millikan, leading physicist and teacher and developer of the oil drop experiment, determined the fundamental charge of an electron. The method balanced gravitational forces on droplets of oil and electric forces on charged particles in the oil drops pushed upwards by electrodes. The charges of the droplets were all calculated to be multiples of the value -1.5924 * 10**-19 Coulombs. experiment with Thomas Edison demonstrating the shift in approach from practical tinkering to leveraging scientifically validated theories to support improved practices.

Edison the great inventor of the prior generation to Millikan had limited interest or respect for theory but gathered huge varieties of materials and tested them in support of improving his many product prototypes. It was for him a highly successful method. Edison was totally focused on his work. He did not even allocate time to bath or sleep regularly.
Millikan was highly networked to the leading scientists in Europe and America (Cornell, Johns Hopkins and University of Chicago). He introduced his students to European discoveries such as radiation, X-rays, and quanta. He integrated theory and practice in his experiments. He was a hard working experimentalist who looked for weak points that could subsequently be improved upon.

Transcontinental phone calls

Millikan had a close relationship with AT&T. He had been asked, by a friend at AT&T Frank Jewett, to help identify ways to implement a transcontinental phone call. AT&T's system failed as the distance of a call increased. With Millikan's help they concluded repeaters (amplifiers) placed in series in the call path would be a good approach. But only if de Forest was an American inventor. Lee de Forest invented the Audion three-electrode vacuum-tube and Phonofilm sound-on-film recording. The Audion was the foundation for circuit amplifiers.
's original idea could be understood and radically improved. Millikan identified three of his best PhD scientists in the area of electrons that could help. One went to AT&T helping in the improvement of the vacuum tube allowing support of a transcontinental call by 1915.

Millikan sent various bright students to AT&T. One of these was Mervin Kelly.

Mervin Kelly's background

Mervin Kelly was first in his class at school in Gallatin Missouri. He moved and talked unusually fast and was remarkably energetic: Working on his father's farm. Helping with the book keeping at his father's shop; and he was gifted at leverage - organizing other boys to deliver newspapers at a handy profit.

Gallatin intersected rural America and industrialization with a railway passing through it. Kelly got rapid access to new technology including radios. Gallatin had cars and diesel generators.

Kelly followed other scientists from the University of Chicago to AT&T. Vale's 'Universal Service' vision demanded innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
to enable the system to cope. Kelly and the other scientists added theory to Edison's practice developing a radically new approach to product innovation.

Kelly joined Jewett's Western Electric - the equipment manufacturing arm of AT&T which included research, development, test and manufacture. He reported into Arnold's research department where he focused on repeaters. The research department was seen as essential to AT&T's business strategy, by providing a 5 to 10 year out view of the potential fundamental contributions of physics and chemistry to communications. The leaders aims to develop plans and strategies which ensure effective coordination to improve the common good of the in-group. John Adair developed a leadership methodology based on the three-circles model.
wanted the department to provide a freeing environment for genius to assert itself.

Gertner notes that Kelly wrote a detailed report on the tube shop processes illustrating the complicated manual work required to create the intricate vacuum tubes used as repeaters in AT&T's network. Kelly was fully aware of the difficulties of scaling up and improving the robustness of such operations. But during his management of the tube shop he drove a 80 fold improvement in the life of the repeaters.

With Millikan's support Clinton (Davy) Davisson, a gifted experimentalist in the research department who shared an office with Kelly, was doing basic research to obtain insights into the nature of things. And in 1914 with war in Europe Davisson's ideas were applied to making vacuum tubes effective in war use. This provided positive feedback through the war department and military on the value of AT&T to the politicians in Washington DC. By 1937 Davisson had won a Nobel Prize for the labs for his work on X-ray diffraction based on Schrodinger's theoretical wave equations for electrons. This and the relatively high depression era salaries pulled a lot of young scientists into Bell Labs which was by then lead by President Frank Jewett, Research head Oliver Buckley and director of research Kelly.

Gertner explains that in Kelly's lab the researchers were encouraged to:

Explore what interested them.
Let experimentalists and theoreticians work together.
Include physicists, chemists and metallurgists in discussions.
Formally record all ideas and future plans and experimental detail and results in a registered, numbered, managerially and legally tracked lab notebook with dates and witnesses. The policy was no erasures. Just initialed lines through mistakes.
Stay isolated from day-to-day politics of the business. Researchers didn't have to raise funds. Research on a topic or system could be and was supported for years. Research could be terminated without damning the researcher. Only Managers to keep track of how the technology and politics and finances meshed together. Managers must aim to provide AT&T with the best and most complete telephone service at the lowest possible cost.
Produce a journal, Bell System Technical Journal, staffed by a researcher who summarized important discoveries and theories from universities around the world and inside Bell labs. This stimulated the Bell researchers, and visiting academics to meet, review and debate the new ideas.
Form into study groups to share understanding and build competence in leading edge ideas.

Bell Lab's sense of mission--to plan the future of communications--was broad and directed allowing the researchers a circumscribed freedom that was liberating and practical at the same time.

The depression at AT&T

The US is the United States of America. 1929 - 40 depression was threatening to AT&T. Between 1930 and 1933 2.5 million households disconnected from the phone network. Western electric laid-off 80 percent of its workforce. Bell labs stopped hiring and instituted pay cuts and a four-day workweek. But by 1935 phone subscriptions and revenue for AT&T were rising and Kelly was able to push to hire scientists for the research department.

Kelly personally hired Bill Shockley and Jim Fisk from MIT is Massachusetts Institute of Technology. .

Bill Shockley's background

Bill Shockley grew up in Palo Alto and was educated by a Stanford professor, Pearley Ross in physics fundamentals based on his friendship with Ross's daughters. This led to his attending Caltech and then a PhD at MIT is Massachusetts Institute of Technology. which gave him a strong background in quantum mechanics and connected him with classmate Jim Fisk. He was genial, loved practical jokes. He had an infectious energy and a boundless enthusiasm for physics and enjoyed educating others in it.

Shockley was viewed as having the quickest mind at Bell labs. He shared an office with Clinton Davisson.

The phone network was a problem rich environment. Bell labs responded as the start of a supply chain to capture key high quality materials. Specialists studied the phone network to understand the problems and develop plans and activities to deliver solutions. Designs, with 40 year robustness, were developed that Western Electric then manufactured. Statistician Walter Shewhart supported development of quality control procedures including the

Walter Shewhart's iterative development process is found in many complex adaptive systems (CAS). The mechanism is reviewed and its value in coping with random events is explained.

PDCA cycle that helped the supply chain achieve these high robustness requirements.

Shockley recalled Kelly visiting the office. "I was given a lecture by then-research director Dr. Kelly, saying that he looked forward to the time when we would get all of the relays that make contacts in the telephone exchange out of the telephone exchange and replace them with something electronic so they'd have less trouble." Gertner notes that for the rest of his life Shockley considered Kelly's lecture as the moment when a particular idea freed his ambition from its moorings.

By 1939 Shockley had concluded that semiconductors might be a replacement for vacuum tubes. He felt there were conditions when they could be good rectifiers and current amplifiers.

Shockley--theoretician and the experimentalist--Walter Brattain explored the fundamentals of semiconductors. But their work was interrupted by the outbreak of war.

War

Kelly ordered Bell labs to switch its focus to supporting the war effort by making all communications based munitions much faster.

Shockley and Fisk worked on anti-submarine detection and RADAR is radio detection and ranging. It is a method of finding the position and velocity of a target by sending out a pulse of radio frequency electromagnetic waves and analyzing the reflections returned from the target. . Fisk was Kelly's protege eventually becoming president of Bell Labs. Like Kelly he had an agile mind and a talent for decision-making. But he was a more polished version of his mentor.

Shockley improved the methods used to target submarines. He calculated that bombs were set to detonate too late for the blast to impact the submarines. By detonating the bombs earlier in the glide path the navy improved the kill rate significantly.

RADAR location was linked to anti-aircraft gun controllers. But the signal returning from the plane was extremely weak and needed amplification. AT&T leveraged Birmingham UK is the United Kingdom of Great Britain and Northern Ireland. research on magnetrons. By designing and building 15 different magnetrons specifically tailored for each situation Fisk, Davisson and others enabled Western Electric to produce more than 50 percent of effective wartime RADARs.

During the war Kelly developed a post war plan for Bell labs including a vision of its place in an exponentially growing electronics industry. RADAR opened new opportunities for radio waves and microwave devices. Similarly he argued telecommunications would start to resemble industries like radio and television with high volume, annual models and a highly competitive set of young businesses. He suggested Bell labs must change to lead this shift. Kelly rehired his old research team including Shockley.

Solid State

Kelly organized the design and building of the Murray Hill research labs. Moving from New York City would: Reduce interference and noise. Relieve Labs congestion problems.
The design was novel reflecting a university setting rather than a factory. And all aspects were connected so as to inhibit departments becoming silos. Kelly aimed for a structure that would

E O. Wilson argues that campfire gatherings on the savanna supported the emergence of human creativity. This resulted in man building cultures and later exploring them, and their creator, through the humanities. Wilson identifies the transformative events, but he notes many of these are presently ignored by the humanities. So he calls for a change of approach.

He:

Explores creativity: how it emerged from the benefits of becoming an omnivore hunter gatherer, enabled by language & its catalysis of invention, through stories told in the evening around the campfire. He notes the power of fine art, but suggests music provides the most revealing signature of aesthetic surprise.
Looks at the current limitations of the humanities, as they have suffered through years of neglect.
Reviews the evolutionary processes of heredity and culture:

Ultimate causes viewed through art, & music
The bedrock of:

Ape senses and emotions,
Creative arts, language, dance, song typically studied by humanities, &
Exponential change in science and technology.

How the breakthrough from our primate past occurred, powered by eating meat, supporting: a bigger brain, expanded memory & language.
Accelerating changes now driven by genetic cultural coevolution.
The impact on human nature.

Considers our emotional attachment to the natural world: hunting, gardens; we are destroying.
Reviews our love of metaphor, archetypes, exploration, irony, and considers the potential for a third enlightenment, supported by cooperative action of humanities and science

Following our summary of his arguments RSS frames these from the perspective of complex adaptive system (CAS) theory:

The humanities are seen to be a functionalist framework for representing the cultural CAS while
Wilson's desire to integrate the humanities and science gains support from viewing the endeavor as a network of layered CAS.

encourage free interchange of ideas. So he put the scientists' labs and offices on different floors. There were 700 foot long corridors. Offices had modular reconfigurable walls.

Kelly also reorganized the labs in 1945. He promoted experts in solid state physics including Shockley and Brattain. He included detailed changes to promote interdisciplinary groups, mixing together: Physicists and chemists, Metallurgist and engineers, Theoreticians and experimentalists. He refocused Bell labs towards a unified approach to solid state physics problems. Any advance depended on advances in chemistry to understand and develop new materials, and metallurgy.

Semiconductors proved significant in a variety of ways:

Photo-electric effect (converting light into a current driving voltage) was observed in certain crystals. As these were analyzed and modelled it was realized that impurities were creating positive and negative areas in the crystal.
Brattain investigated the surface properties, while Pearson looked at the bulk properties. Shockley developed theoretical models to represent the observations and to make predictions. Shockley argued they needed more theoretical expertise. Bell labs hired John Bardeen who was known to Jim Fisk and Shockley from Harvard. Bardeen's approach was to try every angle and doggedly persisting. He was paired with Brattain the experimentalist allowing them to iterate round a
Walter Shewhart's iterative development process is found in many complex adaptive systems (CAS). The mechanism is reviewed and its value in coping with random events is explained.

Shewhart cycle of theory, experiment, analysis and correction. They investigated rectifiers turning high frequency AC into DC current. These were developed with potential leverage in power supplies, and as signal rectifiers and amplifiers in radios. Shockley postulated the presence of a field effect. It was not found experimentally for a year. Then Bardeen looking at a surface effect postulated it was acting as a barrier to the internal field effect linking to the outside. So the electro chemist Gibney applied an electrolyte. It cut through the surface barriers producing a field effect in Shockley's magic month. Bardeen proposed a particular geometry to obtain a solid state amplifier. Brattain was asked to create a gap in two good points stuck into a germanium chip. On Dec 16th 1947 they observed amplification along with a very significant power gain.
A demonstration of speech amplified 18 fold without a significant drop in quality was witnessed in Brattain's lab book 24th Dec 1947. Once a feedback oscillator was also demonstrated labs management agreed a new thing had been created by Bardeen and Brattain. The device was named the transistor and patented by June 1948. As was normal at Bell Labs Kelly and other senior managers were not invited to the demonstration to protect the nascent creative process.
Kelly traded access to the technology and patents for maintenance of AT&T's
monopoly
is a power relation within:
- A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
- An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;
and licensing fees of $25K. While popular newspapers missed the importance of the transistor the electronics industry did not: RCA, Motorola, Westinghouse, radio and TV manufacturers asked for information and samples. Academics at Harvard, Purdue, Stanford and Cornell requested devices. MIT is Massachusetts Institute of Technology. 's Forrester highlighted the potential in computers.
Shockley was disappointed not to be named a co-inventor of the transistor. AT&T policy discouraged management from competing with the researchers and engineers. Over Christmas Shockley invented the junction transistor - an NPN sandwich. This breaking of policy was never forgiven. It was a key aspect of the destruction of the Bell Labs transistor team. Bardeen left for Illinois. Brattain stopped reporting to Shockley.
Kelly moved the transistor activity from research to the main development department reporting to Jack Morton. Morton saw innovation as an integrated process with a common industrial goal that included:

Science based discovery,
Leveraged engineering based invention,
Creation of new markets,
Development, manufacture and deployment of substantial quantities through a value delivery system are all needed to generate an innovation - a product with widespread practical use.

To be useful to AT&T the transistor had to displace the deployed vacuum tubes. It had to be as robust or better. Morton encouraged Gordon Teal, a metallurgist to develop a process for pulling perfect crystals of germanium enabling the creation of robust junction transistors.
Bill Pfann a metallurgist developed a 'zone refining' process for strafing the impurities out of the rods of Germanium. The solution had revealed itself to Pfann while he took his after lunch nap. Kelly considered zone refining one of the most important inventions of the preceding 25 years.

The Informationist

Gertner introduces Claude Shannon, Claude Shannon was a key figure in information theory and computation. He developed an electronic circuit using Boolean algebra which simplified the design and operation of a digital computer system enabling architectures such as Von Neumann's to become practical. He also developed the mathematical models of information transfer which support information entropy.
as quiet, courteous and 'special'. During a fellowship at the institute of advanced study at Princeton Einstein commented that Shannon was a brilliant, brilliant man.
To acquaintances he was judged amiable, friendly and super smart. But his first wife found he was sometimes cold, sulky and depressed. He enjoyed playing both the clarinet, and chess to a high standard.

Since his childhood Shannon had been puzzling over communications and tinkering with machines. He responded to a request for operators for Vannevar Bush was a professor of engineering -- dean of the MIT School of Engineering, a founder while a student of Raytheon and the top science administrator to President F.D. Roosevelt. He developed the Differential Analyzer, encouraged Claude Shannon to study genetics, promoted the education-industrial-military complex arguing university and industrial labs should be contracted to develop government research and set the vision of the World Wide Web with his Atlantic article 'As We May Think' outlining the memex.
's differential analyzer. He became intrigued with the relays in its control circuits. Shannon perceived a new way to think about the design and function of logic. He explained how Boolean algebra could support the control logic design process.

In 1937 he spent

Carlo Rovelli resolves the paradox of time.
Rovelli initially explains that low level physics does not include time:

A present that is common throughout the universe does not exist
Events are only partially ordered. The present is localized
The difference between past and future is not foundational. It occurs because of state that through our blurring appears particular to us
Time passes at different speeds dependent on where we are and how fast we travel
Time's rhythms are due to the gravitational field
Our quantized physics shows neither space nor time, just processes transforming physical variables.
Fundamentally there is no time. The basic equations evolve together with events, not things

Then he explains how in a physical world without time its perception can emerge:

Our familiar time emerges

Our interaction with the world is partial, blurred, quantum indeterminate
The ignorance determines the existence of thermal time and entropy that quantifies our uncertainty
Directionality of time is real but perspectival. The entropy of the world in relation to us increases with our thermal time. The growth of entropy distinguishes past from future: resulting in traces and memories
Each human is a unified being because: we reflect the world, we formed an image of a unified entity by interacting with our kind, and because of the perspective of memory
The variable time: is one of the variables of the gravitational field. With our scale we don't register quantum fluctuations, making space-time appear determined. At our speed we don't perceive differences in time of different clocks, so we experience a single time: universal, uniform, ordered; which is helpful to our decisions

time at Bell labs thinking about relays, switching, circuits and Boolean logic. Writing this up as a thesis Bush assessed it a 'classic' and he commented on Shannon 'he is shy, personally likeable is an emotion which initiates and maintains an altruistic partnership. It is a willingness to offer someone a favor. It is directed to those who appear likely to return the favor. and a man who should be handled with great care.' Shannon was judged exceptionally special. He was to be protected and nurtured.

Bush was a professor of engineering -- dean of the MIT School of Engineering, a founder while a student of Raytheon and the top science administrator to President F.D. Roosevelt. He developed the Differential Analyzer, encouraged Claude Shannon to study genetics, promoted the education-industrial-military complex arguing university and industrial labs should be contracted to develop government research and set the vision of the World Wide Web with his Atlantic article 'As We May Think' outlining the memex.
did not have sufficient

Carlo Rovelli resolves the paradox of time.
Rovelli initially explains that low level physics does not include time:

A present that is common throughout the universe does not exist
Events are only partially ordered. The present is localized
The difference between past and future is not foundational. It occurs because of state that through our blurring appears particular to us
Time passes at different speeds dependent on where we are and how fast we travel
Time's rhythms are due to the gravitational field
Our quantized physics shows neither space nor time, just processes transforming physical variables.
Fundamentally there is no time. The basic equations evolve together with events, not things

Then he explains how in a physical world without time its perception can emerge:

Our familiar time emerges

Our interaction with the world is partial, blurred, quantum indeterminate
The ignorance determines the existence of thermal time and entropy that quantifies our uncertainty
Directionality of time is real but perspectival. The entropy of the world in relation to us increases with our thermal time. The growth of entropy distinguishes past from future: resulting in traces and memories
Each human is a unified being because: we reflect the world, we formed an image of a unified entity by interacting with our kind, and because of the perspective of memory
The variable time: is one of the variables of the gravitational field. With our scale we don't register quantum fluctuations, making space-time appear determined. At our speed we don't perceive differences in time of different clocks, so we experience a single time: universal, uniform, ordered; which is helpful to our decisions

time to directly pursue all his interests. So he encouraged others to investigate them. He was interested in genetics and encouraged Shannon to work on genetic algebra at Cold Spring Harbor.

In 1940 Shannon took a temporary job at Bell Labs mathematical research department. His topic of interest was unconstrained. He typically asked were there deep fundamental properties common to all aspects of a system.
He was initially intrigued by a Bell Lab's proposal by Ralph Hartley on ways to measure and think about the rate and flow of information from sender to receiver. Shannon wondered if TV, radio, telephones and telegraphs were related by common fundamental properties.
He typically did not discuss what he was working on. He only hinted to Vannevar Bush was a professor of engineering -- dean of the MIT School of Engineering, a founder while a student of Raytheon and the top science administrator to President F.D. Roosevelt. He developed the Differential Analyzer, encouraged Claude Shannon to study genetics, promoted the education-industrial-military complex arguing university and industrial labs should be contracted to develop government research and set the vision of the World Wide Web with his Atlantic article 'As We May Think' outlining the memex.
that he was thinking about communications and the methods by which intelligence enables the achievement of goals in the face of obstacles. The goals are sub-goals of genes' survival and reproduction and include:

Obtaining and eating food
Sex
Finding and maintaining shelter
Fighting for resources - in the preferred hunter gatherer environment loss of resources was critical while possession was often transient.
Understanding the proximate environment
Securing the cooperation of others

moves from place to place.

The mathematical research department was initially setup under Thornton Fry to support the engineers in their work. By encouraging mathematicians to look into any interesting new problem that Bell Labs identified it grew to include:

Statistical quality control,
Conceptualizing circuits,
Development of digital computer based on telephone relays using Shannon's ideas about Boolean algebra.

During the Second World War the department focused on 'fire control' of anti-aircraft guns via RADAR is radio detection and ranging. It is a method of finding the position and velocity of a target by sending out a pulse of radio frequency electromagnetic waves and analyzing the reflections returned from the target. sensing. This activity was highly successful with AT&T's systems intercepting 90% of the V1 flying bombs over London. Shannon initially worked on fire control but then became interested in secret methods of communication. To Shannon this was like a game. He wrote A Mathematical Theory of Cryptography in 1945. It covered histories and methodologies of various secrecy systems. He catalogued the types including:

Ideal systems which were unbreakable.
Practical systems which were still viable if the ideal systems proved too cumbersome.

He also included a mathematical proof demonstrating that languages like English are filled with redundancy and predictability and discussed the implications for cryptography.

At night Shannon worked on Information Theory writing a paper A Mathematical Theory Of Communication. It included:

General rules and unifying ideas -

Information can be treated like a physical quantity, like mass or energy.
All communication systems are architecturally the same.
Information can be represented via its ability to resolve uncertainty on receipt. In a redundant scheme receipt of initial string will indicate what will follow.
Binary representation allows for a medium independent coding of the information.

Measures.

Each channel has a maximum capacity.
A particular message will have a certain flow rate in a specific channel.

Robustness - showing how added error correction codes allow for recovery of a damaged message. This was a key new idea being counter intuitive.

Based on Information Theory Shannon and Barney Oliver developed a digital representation of a phone call using Pulse Code Modulation. It was used during the war to support telephone communication between the UK is the United Kingdom of Great Britain and Northern Ireland. and US is the United States of America. . It proved to be far more robust than the analog encoded circuits. But Shannon was not interested in the details of the implementation. He was excited by the elegance and interest of the problem.

By 1949 Shannon had switched his attention to Automata. But he became increasingly reluctant to explain his activities. And he procrastinated and ignored what bored him. He worked alone and ignored people who didn't believe his ideas. Shannon viewed the Bell Telephone System as a highly complex machine, an immense computer that was transforming and organizing society. It was an analog for automata:

Highly reliable,
Broad but using simple tasks over and over again. He thought about how to build a simple machine that was able to do deep computations fast.
He used chess as a simple model. He looked at:

Its purpose,
The logical theory behind its mechanisms.
Explanations of why the program could be useful concluding that it could replace humans in automated tasks.

He developed a maze and mouse called 'Theseus' at home. The mechanism learned as the mouse moved around the maze. When he took it into Bell Labs it was a surprise. It became popularly famous making Shannon a minor celebrity. Fortune magazine profiled Shannon's Information Theory and Norbert Wiener's Cybernetics popularizing these ideas.
He began exploring his ideas on the potential mechanisms of the human brain having his ideas built as simple machines by David Hagelbarger.

By 1955 Shannon was finding Bell Labs lack of structure problematic. He focused much of his

Carlo Rovelli resolves the paradox of time.
Rovelli initially explains that low level physics does not include time:

A present that is common throughout the universe does not exist
Events are only partially ordered. The present is localized
The difference between past and future is not foundational. It occurs because of state that through our blurring appears particular to us
Time passes at different speeds dependent on where we are and how fast we travel
Time's rhythms are due to the gravitational field
Our quantized physics shows neither space nor time, just processes transforming physical variables.
Fundamentally there is no time. The basic equations evolve together with events, not things

Then he explains how in a physical world without time its perception can emerge:

Our familiar time emerges

Our interaction with the world is partial, blurred, quantum indeterminate
The ignorance determines the existence of thermal time and entropy that quantifies our uncertainty
Directionality of time is real but perspectival. The entropy of the world in relation to us increases with our thermal time. The growth of entropy distinguishes past from future: resulting in traces and memories
Each human is a unified being because: we reflect the world, we formed an image of a unified entity by interacting with our kind, and because of the perspective of memory
The variable time: is one of the variables of the gravitational field. With our scale we don't register quantum fluctuations, making space-time appear determined. At our speed we don't perceive differences in time of different clocks, so we experience a single time: universal, uniform, ordered; which is helpful to our decisions

time juggling and riding a unicycle. When MIT is Massachusetts Institute of Technology. invited him to work for them he concluded that the scholarly environment would help and so he left AT&T.

Overall Gertner concludes Shannon was unique in being able to anticipate a different era twenty to fifty years ahead. Repeatedly Shannon founded a field, stated all the major results and proved most of them. But he was also an exemplar of Mervin Kelly's 'guys who wrote the book'.

Kelly had discussed Bell Lab's model for 'inventing ways to invent things for the future' with the Royal Society. He argued that AT&T had a manageable repeatable process, enabled by a steady stream of funding based on the telephone monopoly is a power relation within:

A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;

. Kelly also stressed the leverage of really smart people:

Researchers providing a reservoir of new knowledge, principles, materials, methods and art through discovery. Anyone with a problem was encouraged by policy to go to the guy who wrote the book such as Shockley, Tukey or Shannon.
Technical assistants sustaining the reservoir of practical innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
s.
Systems engineers developing ways to enhance the phone system from these reservoirs while coping with the very high odds of failure. Kelly stressed the driving force of the needs and problems generated by the Bell System and its users. Problems included:

Military necessity,
Need to make components cheaper,
Need to make things faster,
Evolving with societies changing needs,
Finding markets for the products,
Coping with the cascading impacts of new technology deployment.

Focused on the problems of manufacturing of devices, switches and transmissions aligned to the delivery system.
Educating all the others so as to obtain a higher level of awareness than a standard
Salman Khan argues that the evolved global education system is inefficient and organized around constraining and corralling students into accepting dubious ratings that lead to mundane roles. He highlights a radical and already proven alternative which offers effective self-paced deep learning processes supported by technology and freed up attention of teams of teachers. Building on his personal experience of helping overcome the unjustified failing grade of a relative Khan:
- Iteratively learns how to teach: Starting with Nadia, Leveraging short videos focused on content, Converging on mastery, With the help of neuroscience, and filling in dependent gaps; resulting in a different approach to the mainstream method.
- Assesses the broken US education system: Set in its ways, Designed for the 1800s, Inducing holes that are hidden by tests, Tests which ignore creativity. The resulting teaching process is so inefficient it needs to be supplemented with homework. Instead teachers were encouraging their pupils to use his tools at home so they could mentor them while they attended school, an inversion that significantly improves the economics.
- Enters the real world: Builds a scalable service, Working with a real classroom, Trying stealth learning, At Khan Academy full time, In the curriculum at Los Altos, Supporting life-long learning.
- Develops The One World Schoolhouse: Back to the future with a one room school, a robust teaching team, and creativity enabled; so with some catalysis even the poorest can become educated and earn credentials for current jobs.
- Wishes he could also correct: Summer holidays, Transcript based assessments, College education;
- Concludes it is now possible to provide the infrastructure for creativity to emerge and to support risk taking.
Following our summary of his arguments RSS frames them from the perspective of complex adaptive system (CAS) theory. Disruption is a powerful force for change but if its force is used to support the current teachers to adopt new processes can it overcome the extended phenotypic alignment and evolutionary amplifiers sustaining the current educational network?
education
achieved.

The monopoly is a power relation within:

A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;

revenue was also necessary to support the military and government contributions of AT&T. Kelly spent half his time on military and government business, sustaining the view of the beneficial monopoly. He argued that to keep the country strong it must have a strong military and a strong economy is a human SuperOrganism complex adaptive system (CAS) which operates and controls trade flows within a rich niche. Economics models economies. Robert Gordon has described the evolution of the American economy. Like other CAS, economic flows are maintained far from equilibrium by: demand, financial flows and constraints, supply infrastructure constraints, political and military constraints; ensuring wealth, legislative control, legal contracts and power have significant leverage through evolved amplifiers.
and AT&T should support both. He had the same security clearance as the CIA chief. He was one of the President's wise men consulted along with Vannevar Bush was a professor of engineering -- dean of the MIT School of Engineering, a founder while a student of Raytheon and the top science administrator to President F.D. Roosevelt. He developed the Differential Analyzer, encouraged Claude Shannon to study genetics, promoted the education-industrial-military complex arguing university and industrial labs should be contracted to develop government research and set the vision of the World Wide Web with his Atlantic article 'As We May Think' outlining the memex.
. He was asked to become the President's science advisor but instead suggested Princeton's Robert Oppenheimer, or the presidents of Harvard, MIT is Massachusetts Institute of Technology.   or Cal Tech. Still having AT&T as part of the growing military-industrial complex was valuable.

Gertner notes that Kelly was asked to recommend ways to replace the University of California in managing Sandia labs. He proposed placing Sandia under an experienced industrial contractor. His recommendations were accepted by the Atomic Energy Commission and the Government asked AT&T to implement the recommendations, as long as AT&T did not profit from the arrangement.
As Sandia's contractor AT&T became involved in guided-missile strategy. Bell lab's expertise in RADAR is radio detection and ranging. It is a method of finding the position and velocity of a target by sending out a pulse of radio frequency electromagnetic waves and analyzing the reflections returned from the target.   and communications was leveraged into success in this program. Nuclear arms and telecommunications were becoming increasingly integrated. AT&T became contributors to distant early warning (DEW) remote RADAR installations which were made possible by Bell Labs microwave communications expertise.

AT&T licensed transistors to: RCA, GE, Raytheon and targeted for volume production in 1953 with the intent of starting to replace vacuum tubes and electromechanical switches. Transistors were still expensive but were already useful to the military. It was clear that transistor switches would be orders of magnitude faster. But deployment into the phone network required that the replacement components be better, cheaper and able to operate for 30 to 40 years. This presented AT&T with a dilemma. It took twenty years to fully develop a new cost effective robust electronic switching system.

Changing from expensive germanium to ubiquitous cheap silicon should significantly reduce the cost of the transistors. And germanium was not proving to be robust enough -- failing at high temperatures.    Shockley advocated for replacement with silicon. Shockley teamed with a chemist Morris Tanenbaum. Since he wasn't a physicist Shockley did not feel challenged by Tanenbaum so they got on well and made progress. But silicon was problematic. It required extreme temperatures and purity that drove the raw material price back up. And at high temperatures the crucibles released impurities. Tanenbaum and his lab technician Buehler developed a process for pulling silicon at a varying rate to control the types of impurities. They produced long crystals with dozens of n-p-n sandwiches. Slicing one from the stack they made the world's first working silicon transistor in January 1954. But the complex fabrication process limited the practical uses of this device.

Cal Fuller had been experimenting with impurities in germanium and silicon. He developed a diffusion process where a long silicon crystal is cut into thin round slices which are heated in a furnace in a gas containing an impurity such as aluminum. The impurity bombarded the surface of the silicon slowly forcing their way to the interior. By varying the diffusing impurity a series of thin coats of p- and n- type materials was built up. On March 17th 1955 Tanenbaum melted an aluminum wire through the thin top layer making a good contact. The resulting silicon transistor performed better than any germanium transistor in existence. This transistor would be easy to manufacture. Morton and thus Kelly backed switching manufacture over to diffused silicon transistors.

Diffused silicon was also used to create a solar energy converter. Cal Fuller and G. I. Pearson were attempting to develop a silicon power rectifier. But Pearson observed that the material was highly sensitive to light. He shared the details with Daryl Chapin who was attempting to build power sources for remote telephone installations. Working remotely the three perfected a silicon solar battery fifteen times more efficient than previous cells. But the cell was a financial failure costing too much to provide the needed power.

Around the same time systems engineers at AT&T were interested in removing the congestion on the long-distance phone network. This was currently supported by underground coax cables. The new plan would replace the backbone with far less expensive line of sight microwave towers. Microwave towers would shape the future of telecommunications. Gertner noted it would also seal the fate of Bell Labs -- providing an entry point for MCI into the Bell system.

In 1953 Bell Labs struggled to deploy network bandwidth across the Atlantic. Cables were difficult to lay and maintain and very costly. Radio waves were effected by unpredictable interference.   They succeeded in developing a cable and ship based deployment, recovery and repair system which operated without failure for twenty-two years after it was activated.

Shockley had by now left Bell Labs to setup his own company with the support of Fred Terman was a Stanford University engineering dean, and later provost of the university. He encouraged the development of a cluster of engineering companies based around the university including Hewlett-Packard. He encouraged William Shockley to setup a startup in Palo Alto catalyzing a further cluster of semiconductor companies.
who was by then Stanford University's provost. He was not able to attract many AT&T scientists so he hired young solid state physicists Gordon Moore, Robert Noyce, Jean Hoerni and Eugene Kleiner. Kelly helped Shockley with this transition and he also lobbied the Nobel committee to award the physics prize for the transistor. On November 2 1956 Brattain, Bardeen and Shockley heard they were sharing the prize.

The government was looking to close down a 1949 Justice Department lawsuit to break Western Electric from AT&T. It asked AT&T for concessions to allow it to continue its network monopoly is a power relation within:

A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;

intact. AT&T proposed:

To allow almost free access to its patents.
It would stay out of the consumer electronics and computer markets.

The government accepted AT&T's proposal.

Digital information - a strength and a weakness for AT&T

Bell labs had developed an almost mythical status is a publically accepted, signal that one possesses assets: wealth, beauty, talent, expertise, access & trust of powerful people; to be able to help others.
. William Whyte's The Organizational Man argued that Bell Labs (thinkers like Shannon) and General Electric were proof of the virtues of free research. They attracted brilliant men and were outstandingly profitable because they believed in 'idle curiosity'. Fortune's Francis Bello extolled Bell Labs power of organized industrial research and noted the combined power of the transistor and information theory to influence the future. But inside Labs some scientists pointed out that such digital networks did not benefit from being designed and run by one operator.

An Instigator

John Robinson Pierce, Gertner argues was Bell Labs great instigator. Typically he dropped ideas on people. He approved quickly and then moved on. He had lots of nervous energy.

He grew up in Iowa and Minnesota. He had always been interested in new technology: Electric motors, steam engines, EMF means electric and magnetic fields. , radios. He found algebra, geometry, chemistry easy. He built and wrote about building a glider. He viewed it as 'something complicated that really worked, that was a practical realization of purpose rather than mere tinkering.'

He went to Caltech, by that time run by Millikan, where he concluded he was too clumsy to be a good chemist and that aeronautical engineering was boring. But he enjoyed electrical engineering and was viewed as exceptional and quick. He was also seen as eccentric. He was picked up by Bell Labs to work on vacuum tubes. But he was given total freedom to explore. He felt a little freedom was helpful but too much was horrible.

Shockley explained vacuum tube physics to Pierce and the two became friends. Pierce always gravitated to the smartest people and they liked is an emotion which initiates and maintains an altruistic partnership. It is a willingness to offer someone a favor. It is directed to those who appear likely to return the favor. him. He viewed Shannon and Kelly as heroes. And like Kelly, Pierce tore ideas apart looking for the good ones. So, many people at Bell Labs feared him. Actually he was just pragmatic and focused on actions.

Gertner argues an instigator is a rare person who seeks to get others to do things. Pierce said it was because he was lazy! More likely he had so many interests he could not do them all himself, like Bush. He was able to get most others interested in something that hadn't occurred to them before. Shannon was the exception who ignored everyone else's ideas. Also, once Pierce had identified a good idea he championed it and publicized it. He became aware of Kompfner's travelling wave tube and promoted it inside Bell Labs. He wrote about communicating by bouncing waves off the moon. This was the catalysis for the development of satellite communication.

Trans-Atlantic calls provided an obvious application of such satellites but the technologies arrived slowly and piecemeal:

Horn antenna
Silicon solar battery - which finally found a problem that it matched.
Low power amplification required the transistor.
Travelling wave tube
Maser developed by Pierces former colleague Charles Townes
Rocket launchers driven by the Sputnik launch competition.

Pierce also had to wait for Mervin Kelly to retire since he was against investing in satellites. Finally with all the enablers present Pierce pushed for:

A passive 'Echo' reflective balloon satellite allowing validation of all the ground systems including computers to track the satellite, transmitters and receivers. Pierce felt it had proceeded smoothly because few people perceived its practical importance. and later
An active Telstar satellite. This became a sensation allowing Congress and the Kennedy administration to push all private companies out of the international satellite business.

Futures: Real and Imagined

At the New York world fair AT&T had an opportunity to demonstrate the complexity of the phone system and their vision to the general public. But while Pierce suggested: Personal hand-carried telephones, FAX, and computer information retrieval; the exhibit eventually included just: push-button dialing, Telstar function and the video phone. AT&T executives used the fair to perform a market assessment of the video phone. The results were badly misinterpreted. The product while fascinating, was in reality costly, its value was unproven and it would struggle to get network effects. It was a flop.

By 1964 Bell Labs had spent $100 million developing ESS no 1, its electronic switching station. It was a computerized switch intended to cope with the increasing complexity of setting up, routing and re-routing telephone system circuits. It would replace cross bar switching infrastructure and be better and cheaper. But to the telephone systems users ESS was initially an incremental improvement. Eventually its call routing and forwarding would enable true mobility.

Jim Fisk by then president of Bell Labs felt that in the future the Bell system would:

Need to be faster. It was felt ESS and touch tone dialing would help with this.
Need to send more information digitally. Deployment of T-1 lines using PCM would help here.
Become more congested. Fisk proposed to cope with this by increasing the transmission frequency. Circular waveguides supported use of high frequency radio waves to carry circuits.

Fisk did not get involved in the detail of Bell Labs. For this he depended on his deputy Julius Molnar. His other deputy Bill Baker was head of Bell Labs' research division. Mervin Kelly hired both Fisk and Baker.

Baker was a chemist, graduating with a PhD from Princeton in 1939. He tuned his technical appreciation of chemistry methods while identifying a perfect turkey food for his mother's business. He was highly intelligent. He was highly secretive. Baker considered science rests on a foundation of inquiry rather than certainty. He perceived that progress was really the struggle to understand the composition of materials and to fashion new and better ones where possible. He felt Shockley and Peirce had a new approach to science bridging the gap between the best science of the academy and the important applications that a modern society needed. They attacked the fundamental hard problems that until then were left to the great universities.

Baker and Fisk were accomplished administrators. Baker was very close with his deputy John Pierce. He leveraged Pierce's valuation of new ideas and he supported Pierce-driven efforts.
He was appreciated by the government who used him to manage the development of communications analysis to support the NSA. Baker leveraged Pierce, Luis Alvarez and John Tukey to search for new concepts of inter-conversion of information and intelligence enables the achievement of goals in the face of obstacles. The goals are sub-goals of genes' survival and reproduction and include:

Obtaining and eating food
Sex
Finding and maintaining shelter
Fighting for resources - in the preferred hunter gatherer environment loss of resources was critical while possession was often transient.
Understanding the proximate environment
Securing the cooperation of others

. He understood how information works and how it flows. He eventually consulted to President Eisenhower, Kennedy, Johnson, Nixon, Ford and Reagan.

Gertner noted that Baker understood transistors enabled digital technology. So he saw a grand future for AT&T. During the 1950s and 1960s a stream of semiconductor innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
s emerged from Bell Labs. They were licensed to GE, RCA, TI and Fairchild where Noyce and Moore had moved after working for Shockley. Jack Kilby visited Bell Labs in 1952 for a seminar in how transistors work. As transistor devices grew in scope the connections became a significant issue -- called the Tyranny of numbers. Alternative strategies for solving this issue were identified by Bell Labs (Functional devices) and other companies. Kilby and Noyce both identified integrated circuits (IC) as the strategy. Bell Lab's Morton argued that ICs could never be reliable. Kilby and Noyce assumed the manufacturing challenges could be worked out over

Carlo Rovelli resolves the paradox of time.
Rovelli initially explains that low level physics does not include time:

A present that is common throughout the universe does not exist
Events are only partially ordered. The present is localized
The difference between past and future is not foundational. It occurs because of state that through our blurring appears particular to us
Time passes at different speeds dependent on where we are and how fast we travel
Time's rhythms are due to the gravitational field
Our quantized physics shows neither space nor time, just processes transforming physical variables.
Fundamentally there is no time. The basic equations evolve together with events, not things

Then he explains how in a physical world without time its perception can emerge:

Our familiar time emerges

Our interaction with the world is partial, blurred, quantum indeterminate
The ignorance determines the existence of thermal time and entropy that quantifies our uncertainty
Directionality of time is real but perspectival. The entropy of the world in relation to us increases with our thermal time. The growth of entropy distinguishes past from future: resulting in traces and memories
Each human is a unified being because: we reflect the world, we formed an image of a unified entity by interacting with our kind, and because of the perspective of memory
The variable time: is one of the variables of the gravitational field. With our scale we don't register quantum fluctuations, making space-time appear determined. At our speed we don't perceive differences in time of different clocks, so we experience a single time: universal, uniform, ordered; which is helpful to our decisions

time. For Bell Labs the significance was that an important advance in solid-state engineering, though built upon Labs discoveries, occurred outside. Bell Labs had developed all the technologies and processes but no one had the foresight except Noyce and Kilby.

Similarly while Charles Townes had invented the maser, and worked at Bell Labs in the late 50s on lasers the first working examples were built at Hughes aircraft. Still Bell Labs did develop a continuous ruby laser which would be important in using high frequency light to carry telephone calls. Pierce had understood the potential of a laser for increasing communication bandwidth and so Labs had suggested to academics that they refocus their research towards laser development. Bell labs engineers worked on technology to modulate voice and data signals and impress them on a laser beam.

Bell Lab's engineers were also puzzling over what medium the light should be transmitted through? International telephone and telegraph (ITT)'s Charles Kao was researching glass fiber as a medium. Baker and Fisk bet on wave guides as more feasible. In 1970 Corning announced the creation of pure glass fibers which essentially killed wave guides.

Bell Lab's was still innovating developing charge coupled devices (CCD) now used in digital photography and computer technologies including UNIX is a computer operating system. It is a registered trademark of AT&T.
and 'c is a small portable computer programming language developed by Dennis Ritchie of AT&T Bell Labs to support implementaton of a portable UNIX operating system. '.

Every twenty years the US is the United States of America. Government reassessed if it should continue the AT&T monopoly is a power relation within:

A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;

. Over the years this had resulted in:

1913 AT&T agreed to stop buying local phone companies and allow others access to its long-distance network.
1956 consent decree allowed AT&T to continue its regulated monopoly on phone service but forced the company out of the computer business and improved external access to AT&T's patents.
The late 1960s with service problems undercutting AT&T's public image,

Federal communications commission (FCC is the Federal Communications Commission established in 1934.
) allowed independent manufacturers to connect their equipment to the Bell Network.
FCC lawyers agreed with Microwave Communications Inc. (MCI) that its long distance network would add value being much cheaper than AT&T's offering. AT&T argued it was providing
This page reviews the strategy of architecting an end-to-end solution in a complex adaptive system (CAS). The mechanism and its costs and benefits are discussed.

end-to-end service which allowed Lab's scientists and engineers to innovate broadly. But the FCC mandated MCI access in 1971.

1974 the Department of Justice (DOJ) consequently filed a sweeping antitrust suit alleging an unlawful conspiracy to
monopolize
is a power relation within:
- A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
- An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;
communications services. The DOJ - U.S. Department of Justice. requested the courts break off:

Western Electric from AT&T as well as
The local phone companies.

Bill Baker accepted the government's view that telephone networking was a mature industry and that AT&T no longer expected to have to demonstrate new technical communications functions. He concluded Bell Labs should concentrate on maximizing the efficiency, performance and economy is a human SuperOrganism complex adaptive system (CAS) which operates and controls trade flows within a rich niche. Economics models economies. Robert Gordon has described the evolution of the American economy. Like other CAS, economic flows are maintained far from equilibrium by: demand, financial flows and constraints, supply infrastructure constraints, political and military constraints; ensuring wealth, legislative control, legal contracts and power have significant leverage through evolved amplifiers.
of its network and innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
s. He was assuming this focus would provide AT&T an advantage in a competitive environment. With hindsight Gertner notes this was a mistake. The network still offered lots of new niche opportunities. Manufacture and deployment of fiber optic networks and mobile telephones totally transformed the nature of the network.

From the 1960s Bell Lab's scientists viewed optical networking as important to improve capacity. But they concluded a number of innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
s were needed:

Room temperature laser,
Fiber optics. Having accepted fiber optics would be a key technology AT&T had to match Corning with low scattering and absorption. In the early 1970s Corning and Bell Labs agreed to share their patents on fiber production. Both companies identified ways to reduce absorption and scattering. And the fibers became more flexible.
Splicing of fibers.
Adding amplifiers to sustain the signal as it attenuated.

By 1975, just fifteen years later, fiber optic networks were available for test deployment in AT&T's network.

Mobile phones were also ready to field test by 1975 but they had taken many years, of stop-and-start evolution to develop and manufacture. Ship-to-shore radio telephony for affluent passengers and police mobile radio communications were supported in 1920s. The demands of the military during the Second World War focused Bell Labs and Motorola on compact mobile communications for tanks and planes. In the wake of the war AT&T supported the development of a business selling mobile telephone service to car owners.

But the systems lacked suitable radio spectrum, which the FCC is the Federal Communications Commission established in 1934.
was allocating to other industries. In 1947 AT&T petitioned the FCC for more ultra-high-frequency (UHF) spectrum. The petition included Doug Ring and Rae Young's proposal to operate cells of coverage. In 1952 the FCC allocated the spectrum to mass communication. John Pierce and AT&T executives continued to lobby for mobile telephony spectrum. When by 1967 the FCC became disappointed with the low quality and take-up of UHF television they asked AT&T for more proposals.

Already in 1966 Dick Frankel, Phil Porter and Joel Engel had started informally to investigate Ring and Young's proposal to support car phones. They concluded all the technology enablers were present: computer enabled signal strength sensing, location, handoff and routing and capacity planning based on ICs and the ESS. The FCC decision to consider proposals was the catalyst. And without the experience to contemplate failure the three got AT&T, via Bill Jakes and Gerry DiPiazza to invest $100 million over three years to deploy cellular wireless.

To handle Motorola and government monopoly is a power relation within:

A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;

concerns AT&T announced they would only build and operate cellular networks, not the handsets.

By 1980 the success of both optical and cellular network technologies seemed assured. But AT&T appeared headed for breakup. Judge Harold Greene and the DOJ - U.S. Department of Justice. 's William Baxter took on the new chairman of AT&T Charles Brown. Baxter viewed AT&T as both vertically and horizontally integrated. Given Judge Green's apparent hostility Brown decided to settle. On Jan 8 1982 AT&T agreed to divest its local phone companies and it would be allowed to enter other industries such as computers. Bill Baker viewed it as announcing the death of the 'idea factory' and Peter Drucker agreed.

Gertner assesses the appropriateness of applying the Bell Labs innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
model today. Gertner reiterates John Pierce's comment to a U.S. Senate subcommittee "The only really important thing about communications is how well it serves man," he said. "New gadgets or new technologies are important only when they really make good new things possible or good old things cheaper or better." He recalls Mervin Kelly's larger view of innovation was that a great institution with the capacity for both research and development--a place where a "critical mass" of scientists could exchange all kinds of information and consult with one another for explanations--was the most fruitful way to organize a "creative technology".

Gertner argues that Kelly's conception was matched to its situation. As industrial science evolved a different

The agents in complex adaptive systems (CAS) must model their environment to respond effectively to it. Samuel modeling is described as an approach.

model of innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
arose. Silicon Valley entrepreneurs proved that new ideas didn't need to be attached to a large corporation. He says instead of a factory of ideas it is a geography of ideas--an innovation hub. Bill Baker aimed to respond to the Silicon Valley innovation hub, hiring Fred Terman to map out an innovation hub for New Jersey. Terman's response proved too costly for the New Jersey companies to fund.

Gertner identifies the Bell Lab's innovation factory as the architecture being applied to biomedical problems at Janelia Farm, a research center of the Howard Hughes Medical Institute. Janelia is supported by a multibillion-dollar endowment. Gertner notes that early results suggest Janelia is out innovating academics working in the traditional federally financed medical research network. Gertner also identifies U.S. secretary of energy Steven Chu's innovation hubs as using Bell Lab's architectures. These hubs aim to innovate in clean energy.

Gertner notes that the

This page reviews Christensen's disruption of a complex adaptive system (CAS). The mechanism is discussed with examples from biology and business.

innovator's dilemma did not seem to undermine Mervin Kelly's business models. He suggests that it is the monopoly that protected Kelly from its force.

Complex adaptive system

(CAS) theory applies directly to the

This page discusses the effect of the network on the agents participating in a complex adaptive system (CAS). Small world and scale free networks are considered.

network of

Plans are interpreted and implemented by agents. This page discusses the properties of agents in a complex adaptive system (CAS).
It then presents examples of agents in different CAS. The examples include a computer program where modeling and actions are performed by software agents. These software agents are aggregates.
The participation of agents in flows is introduced and some implications of this are outlined.

agents which Gertner details in exploration of Bell Labs.

Gertner illustrates the existence of a controlled and catalyzed flow of dynamic, smart, young men into an innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
network within AT&T. He suggests that Robert Millikan acted as: an academic network hub, as a

Agents use sensors to detect events in their environment. This page reviews how these events become signals associated with beneficial responses in a complex adaptive system (CAS). CAS signals emerge from the Darwinian information model. Signals can indicate decision summaries and level of uncertainty.

sensor for AT&T, and a role model providing a viable

Plans emerge in complex adaptive systems (CAS) to provide the instructions that agents use to perform actions. The component architecture and structure of the plans is reviewed.

memetic toolkit to transform the fledgling scientists into creative agents within Bell Labs. Network hubs enable efficient association with other equivalents including Vannevar Bush was a professor of engineering -- dean of the MIT School of Engineering, a founder while a student of Raytheon and the top science administrator to President F.D. Roosevelt. He developed the Differential Analyzer, encouraged Claude Shannon to study genetics, promoted the education-industrial-military complex arguing university and industrial labs should be contracted to develop government research and set the vision of the World Wide Web with his Atlantic article 'As We May Think' outlining the memex.
. It appears key that:

The strategy of AT&T supporting the government in times of war helped make its research scientists aware of additional

signal, sensor and action problems including cryptography, mobile communications, RADAR is radio detection and ranging. It is a method of finding the position and velocity of a target by sending out a pulse of radio frequency electromagnetic waves and analyzing the reflections returned from the target. and fire control.

AT&T was part of the golden age

This page discusses the mechanisms and effects of emergence underpinning any complex adaptive system (CAS). Physical forces and constraints follow the rules of complexity. They generate phenomena and support the indirect emergence of epiphenomena. Flows of epiphenomena interact in events which support the emergence of equilibrium and autonomous entities. Autonomous entities enable evolution to operate broadening the adjacent possible. Key research is reviewed.

emergent set of businesses with positive return, W. Brian Arthur's conception of how high tech products have positive economic feedback as they deploy. Classical products such as foods have negative returns to scale since they take increasing amounts of land, and distribution infrastructure to support getting them to market. High tech products typically become easier to produce or gain from platform and network effects of being connected together overcoming the negative effects of scale.
economics is the study of trade between humans. Traditional Economics is based on an equilibrium model of the economic system. Traditional Economics includes: microeconomics, and macroeconomics. Marx developed an alternative static approach. Limitations of the equilibrium model have resulted in the development of: Keynes's dynamic General Theory of Employment Interest & Money, and Complexity Economics. Since trading depends on human behavior, economics has developed behavioral models including: behavioral economics.
from network effects, including railways, oil distribution companies, and financial trusts. The telephone network acted as an

This page reviews the catalytic impact of infrastructure on the expression of phenotypic effects by an agent. The infrastructure reduces the cost the agent must pay to perform the selected action. The catalysis is enhanced by positive returns.

infrastructure amplifier. But with federal help AT&T became supported by congressional

This page discusses the physical foundations of complex adaptive systems (CAS). A small set of rules is obeyed. New [epi]phenomena then emerge. Examples are discussed.

rules helping it become an

This page reviews the strategy of setting up an arms race. At its core this strategy depends on being able to alter, or take advantage of an alteration in, the genome or equivalent. The situation is illustrated with examples from biology, high tech and politics.

evolved amplifier. A rich protected environment allowed AT&T to follow the superorganism is a wealthy autonomous entity needing and controlling the richest niches in the proximate environment, that emerges from the bundled cooperation of schematically aligned agents. The term is based on the social insect model, used by: ants, termites, and bees; and identified by Holldobler & E.O. Wilson. For humans it is an evolved cultural strategy used when the environment is supportive. It depends on inter-agent signalling. In both insects and humans it allows specialization, and encourages operations and flows that are tightly controlled, limiting waste, leveraging parallel activity, supporting coherence. Superorganisms reflect cliodynamic flows. A superorganism has a development and operational phase. As additional agents are coopted into the superorganism they align, participate in supply and demand activities and so contribute to the evolutionary amplification. Damasio notes that prokaryotes, in rich environments, can similarly operate in a symbiotic fashion expressing cultural behaviors.

This page reviews the strategy of bundling multiple products within a single offer in a complex adaptive system (CAS). The mechanism is discussed with examples from biology and business.

bundling strategy. But when the market share and revenue guarantees were removed AT&T's

This page reviews the inhibiting effect of the value delivery system on the expression of new phenotypic effects within an agent.

extended phenotypic alignment constrained its ability to respond to businesses entering its markets from other niche environments. Gertner illustrates how MCI

This page discusses the strategy of going around the competitor's flank to reach and assault its rear.

enveloped AT&T's one system universal service business.

Within AT&T Gertner identifies various facets which supported the innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
of new technologies. Key aspects include:

Monopoly rents:

Constraining competitive threats. While Gertner does not review the mechanism it is significant since it reinforced the long term nature of Bell Labs goals. The progressive era administrations and laws supported
monopolies
is a power relation within:
- A state in which a group has enough power to enforce its will on other citizens. If this is a central authority with a cohesive military, it can overpower other warlords and stabilize the society.
- An economy in which one business has enough share in a market segment to control margins to its advantage. An economic monopoly can be broadly beneficial: AT&T monopoly, US patent monopoly rights;
by controlling the pricing of products based on the fixed costs of the companies. But only while the monopolist was not shown to be impacting the public or its shareholders. Monopolists expanded their fixed cost base inducing entry barriers for competitors attempting to enter sustainable niches. Forty year replacement rates for network equipment allowed these assets to count as part of the cost base. Gertner highlights how this affected Bell Labs encouraging long term creative actions including:

Statistical quality control,
Integration of long term research, development, deployment and operations into an iterative
Walter Shewhart's iterative development process is found in many complex adaptive systems (CAS). The mechanism is reviewed and its value in coping with random events is explained.

Shewhart cycle,
Search for replacements of key technologies which were seen as eventually limiting the robustness or cost effectiveness of the network.

Protecting AT&T's strategies from the
This page reviews Christensen's disruption of a complex adaptive system (CAS). The mechanism is discussed with examples from biology and business.

Innovator's Dilemma.

Government
Flows of different kinds are essential to the operation of complex adaptive systems (CAS).
Example flows are outlined. Constraints on flows support the emergence of the systems. Examples of constraints are discussed.

constraints: limited AT&T's market reach. Inhibiting AT&T from competing in computers did not stop Bell Labs from developing computer technologies. As Gertner explains they needed computing capabilities to develop the ESS. And leverage of Shannon's work required computing technologies. So Bell Labs used their innovation is the economic realization of invention and combinatorial exaptation. While highly innovative, monopolies: AT&T, IBM; usually have limited economic reach, constraining productivity. This explains the use of regulation, or even its threat, that can check their power and drive the creations across the economy.
system to develop computing technologies that were useful to them. And they allowed their contributions including UNIX is a computer operating system. It is a registered trademark of AT&T.
and 'c is a small portable computer programming language developed by Dennis Ritchie of AT&T Bell Labs to support implementaton of a portable UNIX operating system. ' to be freely accessible within the academic community. This flow supported the
This page discusses the mechanisms and effects of emergence underpinning any complex adaptive system (CAS). Physical forces and constraints follow the rules of complexity. They generate phenomena and support the indirect emergence of epiphenomena. Flows of epiphenomena interact in events which support the emergence of equilibrium and autonomous entities. Autonomous entities enable evolution to operate broadening the adjacent possible. Key research is reviewed.

emergence of open computing. As Steven Johnson notes in Where Good Ideas Come From this release of ideas is not typical when commercial platforms is agent generated infrastructure that supports emergence of an entity through: leverage of an abundant energy source, reusable resources; attracting a phenotypically aligned network of agents.
operate unconstrained.
Telephone network operations: provided a stream of difficult problems that had to be understood and overcome. And it demonstrated how a simple repetitive architecture with
This page discusses the physical foundations of complex adaptive systems (CAS). A small set of rules is obeyed. New [epi]phenomena then emerge. Examples are discussed.

rules and
Plans emerge in complex adaptive systems (CAS) to provide the instructions that agents use to perform actions. The component architecture and structure of the plans is reviewed.

procedures operated by a set of
Plans are interpreted and implemented by agents. This page discusses the properties of agents in a complex adaptive system (CAS).
It then presents examples of agents in different CAS. The examples include a computer program where modeling and actions are performed by software agents. These software agents are aggregates.
The participation of agents in flows is introduced and some implications of this are outlined.

agents could support
This page discusses the mechanisms and effects of emergence underpinning any complex adaptive system (CAS). Physical forces and constraints follow the rules of complexity. They generate phenomena and support the indirect emergence of epiphenomena. Flows of epiphenomena interact in events which support the emergence of equilibrium and autonomous entities. Autonomous entities enable evolution to operate broadening the adjacent possible. Key research is reviewed.

emergence of a powerful networked system. The lack of robustness and high power consumption of the initial analog approach to building out the network highlighted the potential for replacements based on evolved mechanisms and models that science and mathematics were discovering and representing. A smart, well-informed cross systems thinker like Shannon was able to highlight the anomalies, opportunities and underlying models that applied across the systems.
Telephone equipment development and deployment: was supported by:

Formal encapsulation of Western Electric as a production function.
A
This page discusses the program strategy in a complex adaptive system (CAS). Programs generate coherent end-to-end activity. The mechanism is reviewed.

program activity with Kelly leveraging specialists such as Jack Morton.

Formal management and recording of the
Plans emerge in complex adaptive systems (CAS) to provide the instructions that agents use to perform actions. The component architecture and structure of the plans is reviewed.

memetic plan which ensures that the long term approach is supported by recorded plans and ideas. While allowing the priorities and actions adopted by the agents to reflect the current situation within an ever shifting environment. The capturing and highlighting of new models of the world based on scientific discoveries and new theories supported the
Tools and the businesses that produce them have evolved dramatically. W Brian Arthur shows how this occurred.

revolution of the memetic plan and technologies inside Bell Labs.
Labs
Representing state in emergent entities is essential but difficult. Various structures are used to enhance the rate and scope of state transitions. Examples are discussed.

physical and organizational structure was adjusted to become a
This page discusses the interdependence of perception and representation in a complex adaptive system (CAS). Hofstadter and Mitchell's research with Copycat is reviewed. The bridging of a node from a network of 'well known' percepts to a new representational instance is discussed as it occurs in biochemistry, in consciousness and abstractly.

representation and perception architecture to support the flow, understanding and acceptance of ideas and problems from the telephone and scientific research networks.
While the Bell System monopoly held, the research managers were at the center of both the business and scientific networks enabling them to
This page discusses the benefits of bringing agents and resources to the dynamically best connected region of a complex adaptive system (CAS).

centralize the appropriate agents to support the innovation process.
Epistasis was supported by insisting all ideas were maintained in lab notebooks and by keeping a broad group of experts networked together, allowing ideas to wait dormant until they could be leveraged through the value chain into the Bell system. For example:

Researchers were encouraged to investigate what interested them without constraints.
Shannon became interested in quantifying communications channels having read Ralph Hartley's report.
The solar cell was shelved until a cost compatible problem was identified.
Cellular network research sat dormant waiting for the regulatory environment to become favorable.

This page discusses the benefits of proactively strengthening strong points.

Prophylaxis: The managers in charge of AT&T's research lab, such as Mervin Kelly, focused considerable attention on improving the key: Technologies (vacuum tubes, copper cables, mechanical exchange) Processes and Ideas; by focusing on strong points.
Agents can manage uncertainty by limiting their commitments of resources until the environment contains signals strongly correlated with the required scenario. This page explains how agents can use Shewhart cycles and SWOT processes to do this.

Commitments match preconditions: AT&T allowed managers such as Pierce the time to wait for all the pre-conditions to become present enabling the
Good ideas are successful because they build upon prior developments that have been successfully implemented. Johnson demonstrates that they are phenotypic expressions of memetic plans subject to the laws of complex adaptive systems (CAS).

slow hunch.
This page reviews the strategy of collective punishment of agents who game agreements in a complex adaptive system (CAS). The mechanism and its consequences are discussed.

Guardian morality: AT&T enforced an agreement between the management and technical staff ensuring that technical innovations were credited to the scientists and technologists. Shockley broke this agreement undermining the basis of trust and distrust are evolved responses to sham emotions. During a friendship where no sham emotions have been detected trust will build up.
.
The agents in complex adaptive systems (CAS) must model their environment to respond effectively to it. Samuel modeling is described as an approach.

Models: As Baker believed, scientists being
This page discusses the mechanisms and effects of emergence underpinning any complex adaptive system (CAS). Physical forces and constraints follow the rules of complexity. They generate phenomena and support the indirect emergence of epiphenomena. Flows of epiphenomena interact in events which support the emergence of equilibrium and autonomous entities. Autonomous entities enable evolution to operate broadening the adjacent possible. Key research is reviewed.

emergent
This page introduces the complex adaptive system (CAS) theory frame. The theory is positioned relative to the natural sciences. It catalogs the laws and strategies which underpin the operation of systems that are based on the interaction of emergent agents.
John Holland's framework for representing complexity is outlined. Links to other key aspects of CAS theory discussed at the site are presented.

CAS
Plans are interpreted and implemented by agents. This page discusses the properties of agents in a complex adaptive system (CAS).
It then presents examples of agents in different CAS. The examples include a computer program where modeling and actions are performed by software agents. These software agents are aggregates.
The participation of agents in flows is introduced and some implications of this are outlined.

agents can't know about their environment directly. They can only use selection (
This page reviews the implications of selection, variation and heredity in a complex adaptive system (CAS). The mechanism and its emergence are discussed.

evolution and the scientific method) to associate effective models with particular environmental niches.

Gertner notes the concern of AT&T scientists about reduced justification for AT&T's Superorganism is a wealthy autonomous entity needing and controlling the richest niches in the proximate environment, that emerges from the bundled cooperation of schematically aligned agents. The term is based on the social insect model, used by: ants, termites, and bees; and identified by Holldobler & E.O. Wilson. For humans it is an evolved cultural strategy used when the environment is supportive. It depends on inter-agent signalling. In both insects and humans it allows specialization, and encourages operations and flows that are tightly controlled, limiting waste, leveraging parallel activity, supporting coherence. Superorganisms reflect cliodynamic flows. A superorganism has a development and operational phase. As additional agents are coopted into the superorganism they align, participate in supply and demand activities and so contribute to the evolutionary amplification. Damasio notes that prokaryotes, in rich environments, can similarly operate in a symbiotic fashion expressing cultural behaviors.
network monopoly and

This page reviews the strategy of architecting an end-to-end solution in a complex adaptive system (CAS). The mechanism and its costs and benefits are discussed.

end-2-end architectural approach following the release of Shannon's Information Theory and AT&T's Transistor patents. From a

CAS perspective what is needed is the capability to adapt effectively as the environment changes. The US is the United States of America. systems

To benefit from shifts in the environment agents must be flexible. Being sensitive to environmental signals agents who adjust strategic priorities can constrain their competitors.

flexibility allowed it to benefit from both the monopoly phase of AT&T and the subsequent competitive period. While the US proximate environment is rich enough the flexibility should be maintained requiring the

Plans emerge in complex adaptive systems (CAS) to provide the instructions that agents use to perform actions. The component architecture and structure of the plans is reviewed.

memetic plan to be preserved somewhere within the system. The US nation benefited significantly from AT&T both responding to the monopoly opportunity and being aware that its preservation depended on providing enough benefits back to the US.

Over

Carlo Rovelli resolves the paradox of time.
Rovelli initially explains that low level physics does not include time:

A present that is common throughout the universe does not exist
Events are only partially ordered. The present is localized
The difference between past and future is not foundational. It occurs because of state that through our blurring appears particular to us
Time passes at different speeds dependent on where we are and how fast we travel
Time's rhythms are due to the gravitational field
Our quantized physics shows neither space nor time, just processes transforming physical variables.
Fundamentally there is no time. The basic equations evolve together with events, not things

Then he explains how in a physical world without time its perception can emerge:

Our familiar time emerges

Our interaction with the world is partial, blurred, quantum indeterminate
The ignorance determines the existence of thermal time and entropy that quantifies our uncertainty
Directionality of time is real but perspectival. The entropy of the world in relation to us increases with our thermal time. The growth of entropy distinguishes past from future: resulting in traces and memories
Each human is a unified being because: we reflect the world, we formed an image of a unified entity by interacting with our kind, and because of the perspective of memory
The variable time: is one of the variables of the gravitational field. With our scale we don't register quantum fluctuations, making space-time appear determined. At our speed we don't perceive differences in time of different clocks, so we experience a single time: universal, uniform, ordered; which is helpful to our decisions

time Bell Labs failed to value

To benefit from shifts in the environment agents must be flexible. Being sensitive to environmental signals agents who adjust strategic priorities can constrain their competitors.

strategic flexibility, rejecting strategies that turned out to be ground breaking such as ICs and glass fiber communications media. The leaders aims to develop plans and strategies which ensure effective coordination to improve the common good of the in-group. John Adair developed a leadership methodology based on the three-circles model.
had matured and were cognitively inclined to use and defend strategies they had learned during development is a phase during the operation of a CAS agent. It allows for schematic strategies to be iteratively blended with environmental signals to solve the logistical issues of migrating newly built and transformed sub-agents. That is needed to achieve the adult configuration of the agent and optimize it for the proximate environment. Smiley includes examples of the developmental phase agents required in an emergent CAS. In situations where parents invest in the growth and memetic learning of their offspring the schematic grab bag can support optimizations to develop models, structures and actions to construct an adept adult. In humans, adolescence leverages neural plasticity, elder sibling advice and adult coaching to help prepare the deploying neuronal network and body to successfully compete.
and that had served them well.

Gertner compares and contrasts Bell Labs innovation process with Silicon Valley's leverage of

This page discusses the benefits of geographic clusters of agents and resources at the center of a complex adaptive system (CAS).

geographic clusters. He notes that it now seems more appropriate to apply the innovation factory in neuroscience and clean energy. But

emergence at the adjacent possible is best supported by maintaining the schematic structures to support a rich toolbox. Mead and Conway's standardization of VLSI is very large scale integration of silicon on a single chip. Robert Noyce and Jack Kilby realized that all components of a circuit could be fashioned on one chip of semiconductor material removing the interconnection wiring constraint. and the IETF process support Silicon Valley's clusters analogously to Bell Lab's supporting of ideas by formal processes for managing lab notebooks, and networking.

The Idea Factory is an insightful book highlighting key aspects of the

Good ideas are successful because they build upon prior developments that have been successfully implemented. Johnson demonstrates that they are phenotypic expressions of memetic plans subject to the laws of complex adaptive systems (CAS).

innovation process via powerful examples from Bell Lab's greatest years.

.
Market Centric Workshops

Politics, Economics & Evolutionary Psychology

Business Physics
Nature and nurture drive the business eco-system
Human nature
Emerging structure and dynamic forces of adaptation

integrating quality appropriate for each market

This page looks at schematic structures and their uses. It discusses a number of examples:

Schematic ideas are recombined in creativity.
Similarly designers take ideas and rules about materials and components and combine them.
Schematic Recipes help to standardize operations.
Modular components are combined into strategies for use in business plans and business models.

As a working example it presents part of the contents and schematic details from the Adaptive Web Framework (AWF)'s operational plan.

Finally it includes a section presenting our formal representation of schematic goals.
Each goal has a series of associated complex adaptive system (CAS) strategy strings.
These goals plus strings are detailed for various chess and business examples.

Strategy | Design |

This page uses an example to illustrate how:

A business can gain focus from targeting key customers,
Business planning activities performed by the whole organization can build awareness, empowerment and coherence.
A program approach can ensure strategic alignment.

Program Management | Home
Profiles | Papers | Glossary | E-mail us