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April 10, 2026
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"Proposition 4. For a nice strategy to be collectively stable, it must be provoked by the very first defection of the other player."
"Proposition 3. Any strategy which may be the first to cooperate can be collectively stable only when w is sufficiently large."
"Proposition 2. TIT FOR TAT is collectively stable if and only if, w is large enough. This critical value of w is a function of the four payoff parameters, T; R, P, and S."
"What accounts for TIT FOR TAT's robust success is its combination of being nice, retaliatory, forgiving, and clear. Its niceness prevents it from getting into unnecessary trouble. Its retaliation discourages the other side from persisting whenever defection is tried. Its forgiveness helps restore mutual cooperation. And its clarity makes it intelligible to the other player, thereby eliciting long-term cooperation."
"In addition, TIT FOR TAT was known to be a powerful competitor. In a preliminary tournament, TIT FOR TAT scored second place; and in a variant of that preliminary tournament, TIT FOR TAT won first place. All of these facts were known to most of the people designing programs for the Computer Prisoner's Dilemma Tournament, because they were sent copies of a description of the preliminary tournament. Not surprisingly, many of them used the TIT FOR TAT principle and tried to improve upon it. The striking fact is that none of the more complex programs submitted was able to perform as well as the original, simple TIT FOR TAT."
"Proposition 1. If the discount parameter, w, is sufficiently high, there is no best strategy independent of the strategy used by the other player."
"In fact, in the Prisoner's Dilemma, the strategy that works best depends directly on what strategy the other player is using and, in particular, on whether this strategy leaves room for the development of mutual cooperation. This principle is based on the weight of the next move relative to the current move being sufHciently large to make the future important."
"What makes it possible for cooperation to emerge is the fact that the players might meet again. This possibility means that the choices made today not only determine the outcome of this move, but can also influence the later choices of the players. The future can therefore cast a shadow back upon the present and thereby affect the current strategic situation. But the future is less important than the present-for two reasons. The first is that players tend to value payoffs less as the time of their obtainment recedes into the future. The second is that there is always some chance that the players will not meet again. An ongoing relationship may end when one or the other player moves away, changes jobs, dies, or goes bankrupt. For these reasons, the payoff of the next move always counts less than the payoff of the current move."
"The Cooperation Theory that is presented in this book is based upon an investigation of individuals who pursue their own self-interest without the aid of a central authority to force them to cooperate with each other. The reason for assuming self-interest is that it allows an examination of the difficult case in which cooperation is not completely based upon a concern for others or upon the welfare of the group as a whole. It must, however, be stressed that this assumption is actually much less restrictive than it appears."
"The live-and-let-live system that emerged in the bitter trench warfare of World War I demonstrates that friendship is hardly necessary for cooperation based upon reciprocity to get started. Under suitable circumstances, cooperation can develop even between antagonists."
"The huge human brain, approximately 1,350 cubic centimeters, is the most complex organic structure in the known world. Understanding the human mind/brain mechanisms in evolutionary perspective is the goal of the new scientific discipline called evolutionary psychology. Evolutionary psychology focuses on four key questions: (1) Why is the mind designed the way it is—that is, what causal processes created, fashioned, or shaped the human mind into its current form? (2) How is the human mind designed—what are its mechanisms or component parts, and how are they organized? (3) What are the functions of the component parts and their organized structure—that is, what is the mind designed to do? (4) How does input from the current environment interact with the design of the human mind to produce observable behavior?"
"Most people might just as well buy a share of the whole market, which pools all the information, than delude themselves into thinking they know something the market doesn't."
"What counts is what you do with your money, not where it came from."
"What is the "cost of capital" to a firm in a world in which funds are used to acquire assets whose yields are uncertain; and in which capital can be obtained by many different media, ranging from pure debt instruments, representing money-fixed claims, to pure equity issues, giving holders only the right to a pro-rata share in the uncertain venture? This question has vexed at least three classes of economists: (1) the corporation finance specialist concerned with the techniques of financing firms so as to ensure their survival and growth; (2) the managerial economist concerned with capital budgeting; and (3) the economic theorist concerned with explaining investment behavior at both the micro and macro levels."
"When I started worrying about stocks, it was the late 1930s and early 1940s and it didn't seem like a good way to make money then, either."
"THE great American who has departed from us was much more than an economist. But the vast realm over which he held sway and the intellectual climate of the epoch that nourished his thought have been admirably surveyed in Econometrica, and I shall confine myself to Fisher’s purely scientific work in our field. This will restrict our subject. But it will not lower it — at least, it could do so only through my own fault. For whatever else Fisher may have been—social philosopher, economic engineer, passionate crusader in many causes that he believed to be essential to the welfare of humanity, teacher, inventor, businessman — I venture to predict that his name will stand in history principally as the name of this country’s greatest scientific economist."
"Professor Fisher's The Purchasing Power of Money is dedicated to Simon Newcomb, from whom vid Professor Kemmerer the PT = MV formula ultimately derives. Newcomb was not a professional economist but a mathematician (Professor of Mathematics in the U.S. Navy and at Johns Hopkins). His Principles of Political Economy, published in 1886, is one of those original works which a fresh scientific mind, not perverted by having read too much of the orthodox stuff, is able to produce from time to time in a half -formed subject like economics."
"what looks like a permanently high plateau"
"In writing Newton's biography, I have attempted, in accordance with my understanding of biography as a literary form, to avoid composing an essay on Newtonian science. At the same time I have sought to make Newton the scientist the central character of my drama."
"There is no way to predict the price of stocks and bonds over the next few days or weeks. But it is quite possible to foresee the broad course of these prices over longer periods, such as the next three to five years. These findings, which might seem both surprising and contradictory, were made and analyzed by this year’s Laureates, Eugene Fama, Lars Peter Hansen and Robert Shiller."
"I view the work I've done related to statistics and economics as roughly speaking, how to do something without having to do everything. So economic models -- how any model by definition isn't right. When someone just says, 'Oh, your model is wrong.' That's not much of an insight. What you want to know is, is wrong in important ways or wrong in ways that are less relevant? And you want to know what does the data really say about the model?"
"Perhaps you see big trees and little trees and think that big trees are older than little trees. You also might notice that there are more little trees than big trees, and so not every little tree grows up to be a big tree – most die young. But the little trees must come from somewhere, namely seeds produced and shed by the bigger trees. These are the core ideas of population ecology."
"Each individual family, then, does almost as well with a good rule of thumb as it would with perfect rationality—close enough to make perfect rationality an irrational goal. But now comes Akerlof's big insight: "near-rational" behavior and perfectly rational behavior have very different implications for policy."
"Think of the firm as a gigantic tub of whole milk. The farmer can sell the whole milk as it is. Or he can separate out the cream, and sell it at a considerably higher price than the whole milk would bring. (Selling cream is the analog of a firm selling debt securities, which pay a contractual return.) But, of course, what the farmer would have left would be skim milk, with low butter-fat content, and that would sell for much less than whole milk. (Skim milk corresponds to the levered equity.) The Modigliani-Miller proposition says that if there were no cost of separation (and, of course, no government dairy support program), the cream plus the skim milk would bring the same price as the whole milk."
"To understand the economy then is to comprehend how it is driven by the animal spirits. Just as Adam Smith’s invisible hand is the keynote of classical economics, Keynes’ animal spirits are the keynote to a different view of the economy — a view that explains the underlying instabilities of capitalism."
"As people acquire more education, their expectations rise as to the amount of responsibility, authority, and income they receive."
"It is not easy to say what metaphysics is. If one looks to works in metaphysics, one finds quite different characterizations of the discipline."
"The notion of a steady state has meant different things at different times in history. To the traditional or classical economist, the steady state takes the biophysical dimensions of the planet — including population and available resources — as given and adapts technology and tastes to these objective conditions."
"Instead the economy is a subsystem of the finite biosphere that supports it. When the economy’s expansion encroaches too much on the surrounding biosphere, we begin to sacrifice natural capital (animals, plants, minerals and fossil fuels) that is worth more than the manmade capital (roads, factories, appliances) added by ‘growth’."
"We have lived for 200 years in a growth economy. In this time we have come to believe that all our major economic ills – from unemployment and poverty to overpopulation and even environmental degradation – can be solved by more growth. And if the global economy existed in a void perhaps that would be true. But it does not."
"There is something fundamentally wrong with treating the earth as if it were a business in liquidation."
"Current economic growth has uncoupled itself from the world and has become irrelevant. Worse, it has become a blind guide."
"It is imaginable that someday we will discover how to create materials from nothing, how to achieve perpetual motion, how to reverse time’s arrow, and so on. But to take such science-fiction miracles as a basis for economic policy would be absurd."
"Organisms cannot survive in a medium consisting of their own final outputs. Neither can economies."
"If economic reality is actually so complex that it can only be described by complicated mathematical models that add epicycles to epicycles and externalities to externalities, then the reality should be simplified."
"Once we have replaced the basic premise of “more is better” with the much sounder axiom that “enough is best,” the social and technical problems of moving to a steady state become solvable, perhaps even trivial."
"Economists have focused too much on the economy’s circulatory system and have neglected to study its digestive tract. Throughput growth means pushing more of the same food through an ever larger digestive tract; development means eating better food and digesting it more thoroughly."
"The economy is a wholly owned subsidiary of the environment, not the reverse."
"The cosmology of scientific materialism … considers the cosmos an absurd accident, and life within it to be no more than another accident."
"Even if we can never quantify [satisfaction or happiness]... as precisely as we currently quantify GNP,... perhaps it is better to be vaguely right than precisely wrong."
"The optimal scale of the economy is smaller, the greater (a) the degree of complementarity between natural and man-made capital; (b) our desire for direct experience of nature; and (c) our estimate of both the intrinsic and instrumental value of other species. The smaller the optimal scale of the economy, the sooner its physical growth becomes uneconomic."
"I'm no genius, and others can outwork me. What I do is ask the naive, honest questions, and then I’m not satisfied until I get the answers."
"Economic logic requires that we maximize the productivity of the limiting factor in the short run, and invest in increasing its supply in the long run. When the limiting factor changes, then behavior that used to be economic becomes uneconomic. Economic logic remains the same, but the pattern of scarcity in the world changes, with the result that behavior must change if it is to remain economic. Instead of maximizing returns to and investing in man-made capital (as was appropriate in an empty world), we must now maximize returns to and invest in natural capital (as is appropriate in a full world). This is not “new economics,” but new behavior consistent with “old economics” in a world with a new pattern of scarcity."
"Today perhaps the most popular organizational theory is institutional theory."
"In today's volatile world, organizational design is an everyday, ongoing activity and challenge for every executive, whether managing a global enterprise or a small work team. Globalization, worldwide competition, deregulation, and ever-new technologies drive the ongoing reassessment of the organization. The executive response has been many new forms of organizational design: virtual, learning, modular, cellular, network, alliance, or spaghetti – to name a few. New organizational forms challenge old ways of organizing for efficiency and effectiveness. Yet fundamental design principles underlie any well-functioning organization. Organizations still require a formal design."
"Organizational design is the body of knowledge and techniques that seeks to offer useful advice to organizations about their structures (and other aspects) needed to attain their goals."
"The management system of an organization must have compatible component parts if it is to function effectively. This conclusion has a very important implication; experiments in organizations must involve internally consistent changes. The traditional atomistic research design is not appropriate for experiments involving organizational theory or management systems. Every aspect of a management system is related to every other part and interacts with it. The results obtained by altering a single variable or procedure while keeping all others the same usually will yield quite different results from those obtained when that variable is changed along with simultaneous and compatible changes in all other aspects of the management system. The true influence of altering one aspect of the system cannot be determined by varying it and it alone... In experiments involving organizational theory and management systems, therefore, a systems approach must be used. The organic integrity of each system must be maintained while experimental variations are being made."
"The preceding analysis shows that a manager who has high performance goals and excellent job organization but who relies solely on economic needs and direct pressure to motivate his men is very likely to be to be disappointed by their achievements. The noneconomic motives must be used fully, along with the economic needs, to create high performance goals and establish the level of motivational forces which yield high productivity. Since the principle of supportive relationships and group methods of supervision enable a manager to make effective use of the noneconomic motives, some valuable insights can be obtained by examining how these managerial principles appear to affect the motivations, satisfactions, and behavior of the members of an enterprise. A substantial body of research findings demonstrates that the greater the loyalty of the members of a group toward the group, the greater is the motivation among the members to achieve the goals of the group, and the greater is the probability that the group will achieve its goals."
"Interaction and decision making rely heavily on group processes."
"A variety of studies in widely different fields show that supervisors who are getting the best production, the best motivation, and the highest levels of worker satisfaction are employee-centred appreciably more often than production-centred."