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Political ScienceSilent Theft: the Private Plunder of our Common WealthOne Sentence Summary: Without a concerted effort against it, the trend of privatization and enclosure threatens to sacrifice the environmental, political, cultural, and information commons that communities rely on for their long-term health and prosperity. Disciplines: Business Law Economics Political Science Sociology Findings:
Keywords: public goods property rights privatization intellectual property hierarchy cooperation capitalism Published in: New York: Routledge Date: 2004 One Paragraph Summary: Enclosure limits social investment and environmental protection, encouraging short-term profits for the largest companies. Privatization only delivers a fraction of the benefit that commons provide for the public. The resources at stake include public lands, natural systems, government research, cultural traditions, historical knowledge, and the gift economies that can be found in academia, open-source movements, Internet groups or local communities. Enclosure supports monopolistic control of resources by large firms, working against consumer rights. Economic evaluations of the situation often ignore the sacrifices of enclosure because the time scale is too short or there is a moral impact that defies quantification. The imposition of market values in all spheres of public life threatens the public-minded ethic of gift economies by directing the attention of all parties towards money and property rights. Moves towards enclosure, like allowing firms to buy exclusive rights to portions of genetic codes or a water supply, undermine the intrinsic value of these resources to communities and stifles the competitive diversity that would ensure more efficient use. Paying for Public GoodsOne Sentence Summary: Scientific and technological developments such as the Human Genome Project, GNU/Linux, Global Positioning Satellite data, file-sharing distribution of music and cinema, the cost of drugs for global epidemics such as AIDS, has necessitated new models for paying for public goods, such as compulsory licensing, competitive intermediators, and nonprofit matching funds. Disciplines: Computer Science Economics Political Science Findings:
Keywords: intellectual property open source peer production public goods Published in: Code: Collaborative Ownership and the Digital Economy, Rishab Aiyer Ghosh, Ed., MIT Date: 2005 One Paragraph Summary: Public goods are those in which the marginal cost of sharing is zero, the cost of excluding others from benefiting from its use is high, and the use by an additional person does not diminish the availability of the good to others. Systems for allocating public goods are politically charged, since the price-market system does not work well and conflicting parties look to state mechanisms for protection of their interests. President Reagan made signals from Global Positioning Satellites freely available; published DNA sequences are deposited in a central databank, giving free and unrestricted use of the raw sequences to scientists; and the GNU/GPL makes Linux code available free of charge under certain conditions. The threat to intellectual property posed by digital file-sharing, the prohibitive cost of AIDS drugs in the developing world, the rights of indigenous peoples and sovereign nations to drugs derived from local plants and plant knowledge, have posed challenges to the intellectual property regimes enshrined in agreements by the World Intellectual Property Organization. Novel regimes for paying for public goods have been proposed in response to these challenges. Compulsory licensing for music, similar to that adopted by radio broadcast – with significant modifications for equitably distributing proceeds – is one proposal. Another proposal would make vital drugs available to nations who agree to pay a percentage of GNP for new drug development. A matching fund, administered by a nonprofit entity, has been proposed to bring funders and seekers together into a kind of eBay for public goods. Although none of these schemes appear to be the foolproof, universally agreeable, final word on the subject, they do demonstrate that new solutions to problems of public goods are possible. One Page Summary: "This chapter examines the problem of financing public goods in three settings. Two efforts combine a degree of state coercion in mandating funding, with a decentralized and competitive private sector model for allocating funds. The first is the problem of compensating artists in a world where the most efficient distribution systems are peer-to-peer file-sharing networks. The second concerns the problems of funding the development of new drugs and other medical inventions. Finally, a proposal for new intermediators to facilitate voluntary collective action to finance public goods is considered." Making DNA sequences centrally and freely available resulted in valuable innovations, such as the software tool BLAST that performs 500 trillion sequence comparisons annually. "In a series of workshops at New York and Banff, Canada, a group of artists, lawyers, and economists looked at practical issues of how a compulsory license might work, and like most such inquires, discussed how one might set or collect fees, with alternatives such as levies on purchases of computer equipment or bandwidth, or various systems for subscription services, based either upon a flat rate or the amount of downloaded music. Some thought the fees should be paid directly from general tax revenue. There was no group consensus about these issues, but there was an appreciation that it would be good to structure the fee so that it was in some sense free on the margin (similar to how one now pays for cable television or subscriber-based radio services), and that it would be a positive feature if listeners could freely experiment with unknown artists or music types, thus contributing to discovery, growth, and opportunities for new artists." How to allocate funds was not settled. Would some money be available to finance public goods that are not supported by the marketplace, such as experimental music or recording/archiving folk music? Should artists and studio musicians have a say? The workshops proposed that for part of artist compensation, intermediators would compete against each other and listeners could decide where to put their money. It was suggested that several experiments should be conducted and evaluated: "The Blur/Banff discussions were seeking to find a way that the listeners and artists could build a new social contract that would compete with and possibly replace t he current system of distributing and marketing music. It would seek to liberate the art from the consequences of marketing the art as a commodity. If the P2P model was successful, the expenditures on marketing would fall, and the greater share of resources would be available to artists themselves." Health care R&D, especially research into new drugs, poses another problem. Although government grants to scientific research through academic institutions supports fundamental research, drug development is carried out by pharmaceutical companies, whose patents enable them to repay the considerable development costs but the prices bear no relation to the cost of manufacture. The social dilemma balances the self-interest of the pharmaceutical companies who seek rents to justify lengthy and expensive development, and the needs of nations faced by epidemics such as AIDS whose citizens cannot afford access to commercially available drugs. WTO agreement on Trade-Related Aspects of Intellectual Property Rights (TRIPS) requires all but least-developed economies to issue patens on medicines. "This suggests a potential modification to the TRIPS agreement to allow countries an alternative way to contribute to global health-care R&D by ensuring that a fixed fraction of their GDP is being spent on supporting health care R&D," releasing such countries from their obligation to allow patents that block generic drug manufacture. Systems for efficiently collecting funds, and how to use them to fund innovation without marketing monopolies are outstanding problems to be solved. Authors suggest competitive intermediators to "control the allocation of resources to companies and academics carrying out R&D, but not carry it out temselves (as this would be a conflict of interest). Instead each intermediator would concentrate on embracing the business model for resource allocation that it believed was the most efficient for drug development.." Prizes for R&D outputs, small grants, peer-reviewed open research projects are suggested. "Intermediates could also adopt "open" research agendas, since the ability to raise money would not be linked directly to product sales. If employers or individuals believed open research was more productive than proprietary R&D, more money would flow to open R&D projects." Consumers could possibly enjoy savings from reduction in marketing spending, which is a far larger component than R&D in pharmaceutical sales. Another model, developed in a 2002 Rockefeller dialogue on collective management of intellectual property goods, focuses on lowering transaction costs for voluntary financing for a wide range of public goods by creating a kind of eBay marketplace, matching seekers with philanthropies, individuals, and corporate entitites. "The Matching Funds proposal is to create a new institutional framework that would make it easier to match willing funders and willing suppliers of public goods. The institutional framework would be an intermediator called Matching Funds (MF). The role of MF would be to provide due diligence on proposals for new public goods, and if the review was positive, to list the projects for subscribers." The public could critique the proposal and suggest modifications. "Subscriptions would be binding commitments to fund the project if sufficient support for the project was forthcoming from the community of persons who wanted the project done." Nonzero: The Logic of Human DestinyOne Sentence Summary: Wright applied to the history of civilization the same game theory that Axelrod had used to explain biological and social phenomena, concluding (controversially), that humans throughout history have learned to play progressively more complex non-zero-sum games with the help of technologies like steam engines and algorithms and metatechnologies like money and constitutions. Disciplines: Biology Anthropology History Cultural Evolution Computer Science Technology Economics Political Science Sociology Findings:
Keywords: cooperation complexity cultural evolution non zero sum Published in: Pantheon Date: 1999 One Paragraph Summary: A zero-sum game is winner-take-all. For every winner there has to be a loser, Games like the Prisoner's Dilemma have more subtle gradations of reward and punishment. In some non-zero-sum games, all players benefit if they cooperate. More people playing more complex non-zero-sum games – and converting the result to positive sums -- create emergent effects like vibrant cities, bodies of knowledge, architectural masterpieces, marketplaces and public health systems. Wright wrote that: "cultural evolution has pushed society through several thresholds over the past 20,000 years. And now it is pushing society through another one." Starkly competitive zero-sum games co-exist with increasingly sophisticated non-zero sum games. We band together to bring down the big game, then fight over how to divide it. Suffering, injustice, disparities in wealth and opportunity exist, and at the same time, more people are more prosperous, healthy, and politically free than ever before. Wright asserts that the trajectory of cultural evolution points in a generally positive direction — the more people find that they can harvest personal benefits by investing trust and practicing cooperation, the more they will invest in cooperative enterprise and help others join the venture. One Page Summary: Humans have taken the cooperative arrangements that benefited organisms and species at the biological level to the cognitive and social levels: the capacity to play cooperative social games that benefit all was a driver of the evolution of human intellectual capacity; increased intellectual capacity manifested in both the concrete sphere of tool-making and the abstract sphere of social relationships. Once enhanced cognitive capabilities made complex social arrangements like status, reputation, gossip, persuasion, punishment, alliance possible, human social capacities became a tool for ratcheting up cooperative game-playing capacity. Certain technologies push human societies to reorganize at a higher level of cooperation. As an example, Wright offered the Shoshone, a Native American tribe that lived in a territory with no big game to hunt but an abundance of jackrabbits at certain times of year. Because of their stark environment, the Shoshone normally existed at a simple level of social organization, with every extended family foraging for itself. When the rabbits were running, however, the families banded together into a larger, closely coordinated group, to wield a tool too large for any one family to handle or maintain — a huge net. Working together with the net, the entire Shoshone hunting group can capture more protein per person than they could working apart. Wright declared that "The invention of such technologies — technologies that facilitate or encourage non-zero-sum interaction — is a reliable feature of cultural evolution everywhere. New technologies create new chances for positive sums, And people maneuver to seize those sums, and social structure changes as a result." Wright noted that people who interact with each other in mutually profitable ways are not always aware that they are cooperating; he cited evolutionary psychologists to assert that unconscious underpinnings of cooperation — like affection and indignation — are rooted in genetic traits: "… natural selection, via the evolution of 'reciprocal altruism' has built into us various impulses which, however warm and mushy they may feel, are designed for the cool, practical purpose of bringing beneficial exchange." "Among these impulses: generosity (if selective and sometimes wary); gratitude, and an attendant sense of obligation; a growing empathy for, and trust of, those who prove reliable reciprocators (also known as "friends"). These feelings, and the behaviors they fruitfully sponsor, are found in all cultures. And the reason, it appears, is that natural selection "recognized" non-zero-sum logic before people recognized it…Some degree of social structure is thus built into our genes." "In the intimate context of hunter-gatherer life, moral indignation works well as an anti-cheating technology. It leads you to withhold generosity from past nonreciprocators, thus insulating yourself from future exploitation; and all the grumbling you and others do about these cheaters leads people in general to give them the cold shoulder, so chronic cheating becomes a tough way to make a living. But as societies grow more complex, so that people exchange goods and services with people they don't see on a regular basis (if at all), this sort of mano-a-mano indignation won't suffice; new anti-cheating technologies are needed. And, as we'll see, they have materialized again and again — via cultural, not genetic, evolution." The cultural innovations that reorganize social interaction in light of new technologies are "social algorithms governing the uses of technology." Wright called these social methodologies "metatechnologies.". In the Middle Ages, the metatechnologies of capitalism — currency, banking, finance, insurance — pushed the hierarchical machinery of feudal society to transform into a new way of organizing social activity, the market. "The metatechnology of capitalism then combined currency and writing to unleash unprecedented social power." Wright claimed that the emerging merchant class pushed for democratic means of governance, not out of pure altruism, but in order to be free to buy and sell and make contracts. Throughout this process, powerful people always seek to protect and extend their power, but new technologies always create opportunities for power shifts, and at each stage from writing to Internet, more and more power decentralizes: "I mean that new information technologies in general — not just money and writing — very often decentralize power, and this fact is not graciously conceded by the powers that be. Hence a certain amount of history's turbulence, including some in the current era." Modeling Robust Settlements to Civil War: Indivisible Stakes and Distributional CompromisesOne Sentence Summary: From mathematical modeling of the risk factors and uncertainty involved in a party’s continued conflict, withdrawal from conflict or commitment to a peace agreement, the distributional aspects surrounding civil war negotiations are shown to determine the robustness and range of potential settlements; the actual moves of conflicting parties in civil wars are found to reflect the dynamics of game theoretical models. Disciplines: Economics Political Science Findings:
Keywords: assurance game civil society equilibrium prisoners dilemma Published in: Santa Fe Institute: Working Papers Date: October 2003 One Paragraph Summary: In the absence of a decisive military advantage, self-enforcing peace settlements are still possible in a civil war. Wood explores the conditions under which parties will not necessarily renege in the absence of external enforcement, regarding settlements which distribute post-war political power and economic resources. Self-enforcing settlements rely on each party surpassing a “critical belief threshold” wherein the best response becomes to compromise for peace given the other party’s likelihood to compromise. In other words, the critical belief threshold is surpassed by altering the structure of payoffs so as to change the conflict from a Prisoner’s Dilemma to an Assurance Game. Continuing to fight can be a self-enforcing strategy, as is seen in real conflicts when war-time benefits like illicit trade are not reproducible in times of peace. The range of potential settlements is the set of distributional arrangements in which the critical belief threshold is surpassed for both parties. The robustness of a settlement refers to its ability to withstand the exogenous shocks that often occur and influence the confidence of parties in the peace process. Wood identifies a way to craft a peace settlement so that it is optimally robust, by examining where the belief thresholds for all parties intersect along potential distributions. She introduces as a variable in the conflict the perceived degree of indivisibility of stakes, as stakes in real conflicts are often not totally divisible or indivisible and the actor’s perceptions play a large role. Perceptions of indivisibility of goods reduce the range and robustness of potential settlements. Examples of partially indivisible stakes include holy sites, strategic locations and network systems, wherein control is not worth very much until the party controls a lot of it. Factions often arise within a party when there are differing opinions on the payoff of a settlement and similarly lead in the theoretical model to decreases in the range and robustness of settlements. Making Democracy Work: Civic Traditions in Modern ItalyOne Sentence Summary: Studying comparative levels of citizens' satisfaction with civic institutions when Italy instituted regional government made possible a multi-decade study that revealed how centuries-old norms of trust, reciprocity, and social networks among the inhabitants of regions led to high levels of civic and economic success, while the absence of rich lateral ties predicted lower levels of success and satisfaction in other regions. Disciplines: Political Science Sociology Findings:
Keywords: capitalism civil society cooperation democracy interdependence social capital trust norms Published in: Princeton University Press Date: 1993 One Paragraph Summary: In 1970, the Italian government created regional governments, enabling Putnam et. al. to conduct a multi-decade study of how the citizens of different regions responded, how successfully the new institutions worked for them, and how the success of institutions and citizen satisfaction related to other aspects of civic life in the regions. The researchers found that regions with civic traditions of horizontal communication among citizens, informal associations (e.g., choral societies, soccer teams, bird-watching clubs), and social networks of trust and reciprocity created more successful institutions, generated healthier economies, and the citizens were generally more satisfied with the new government institutions. Regions that lacked such civic traditions but had a history of vertical patron-client relationships and lateral mistrust and lacked informal secondary associations resulted in both poor economic performance and low levels of satisfaction with the new government institutions. One Page Summary: When the Italian government created regional governments in 1970, a multi-decade study of levels of citizen satisfaction with these new institutions revealed that regions with norms of trust and reciprocity derived from centuries of horizontal voluntary association were both economically and politically more successful than regions that lacked dense networks of civic association and relied on patron-client relationships rather than horizontal citizen associations: "Some regions of Italy, we discover, are blessed with vibrant networks and norms of civic engagement, while others are cursed with vertically structured politics, a social life of fragmentation and isolation, and a culture of distrust. These differences in civic life turn out to play a key role in explaining institutional success." Machiavelli, writing in 16th century Florence, concluded that the success of free institutions depends on the "civic virtue" of citizens. This republican school of civic humanists was countered successfully by the liberal emphasis of Hobbes and Locke on individualism and individual rights. The U.S. constitution was designed to make democracy work with a factionalized, unvirtuous citizenry. More recently, American political philosophy has rediscovered civic humanism, harking back to John Winthrop's "city set upon a hill" sermon. Civic communities are bound by horizontal relationships of reciprocity among citizens, not vertical relations of authority and dependency. "Fabrics of trust enable the civic community more easily to surmount what economists call 'opportunism,' in which shared interests are unrealized because each individual, acting in wary isolation, has an incentive to defect from collective action." Participation in civic organizations trains people in cooperation skills and strengthens a sense of shared responsibility. Citizens who belong to many different groups tend to moderate their attitudes as a result of their exposure to group interactions. These groups don't have to be political: choral societies and soccer clubs knit people together socially and culturally, but the bonds of trust and social networks serve as effective vectors for economic and political activity. In regions that lack networks of civic engagement and widespread norms of trust and reciprocity, citizens have to resort to hierarchy and force to resolve conflict, but even hierarchical law enforcement organizations prove less effective with a mistrustful citizenry. "Light-touch" government in more civic regions works better because it is aided by willing cooperation and self-enforcement among citizens. The Northern Italian cities – Genoa, Pisa, Venice, and later Florence – took off in the 11th and 12th centrues in part because the contract and extension of credit were new legal strategies for creating partnerships and raising capital: "In the new practices and organization of business activity, risks were minimized, whereas opportunities for cooperation and profit were enhanced." As Europe emerged from feudalism, the bonds of personal dependence (lord-vassal) grew weaker in the northern regions, but in the south of Italy they became stronger. Northern populations learned to be citizens, southern populations remained subjects. "In the cities, a horizontal arrangement emerged, characterized by cooperation among equals." The guild, confraternity, university, and the commune – a guild of guilds – reflected the new ideals in new institutions. Mutual aid societies flourished in pre-unification Italy (circa 1850),-- pragmatic institutions in which cooperation conveyed benefits upon contributing individuals in a changing society. Italian cooperatives grew out of the mutual aid societies. "Networks facilitate flows of information about technological developments, about the creditworthiness of would-be entrepreneurs…. Innovation depends on 'continual informal interaction in cafes and bars and on the street.'" Social networks allow trust to spread transitively. Trust increases through use and becomes depleted if not used. Social capital, unlike conventional capital, is a public good, not the property of any of the individuals who benefit from it, and must often be produced as a by-product of other social activities. "Norms are inculcated by modeling and socialization (including civic education) and by sanctions." Norms that support social trust evolve because they lower transaction costs and facilitate cooperation, conferring benefits upon cooperators. Reciprocity is the most important norm, and can be balanced (or specific – the quid-pro-quo) or generalized (diffuse). Communities in which the norm of diffuse reciprocity is high can more efficiently restrain free-riding and more easily resolve collective action problems. Networks of civic engagement increase the potential cost to defectors who risk benefits from future transaction. The same networks foster norms of reciprocity that are reinforced by the networks of relationships in which reputation is both valued and discussed. The same social networks facilitate the flow of reputational information. "The civic traditions of Northern Italy provide a historical repertoire of forms of collaboration that, having proved their worth in the past, are available to citizens for addressing new problems of collective acdtion. Mutual aid societies were built on the razed foundations of the old guilds, and cooperatives and mass political parties then drew on the experience of the mutual aid societies." "Stocks of social capital (trust, norms, networks), tend to be self-reinforcing and cumulative. Virtuous circles result in social equilibria with high levels of cooperation, trust, reciprocity, civic engagement, and collective well being. These traits define the civic community. Conversely, the absence of these traits in the uncivic community is also self-reinforcing. Defection, distrust, shirking, exploitation, isolation, disorder, and stagnation intensify one another in a suffocating miasma of vicious circles. This argument suggests that there may be at least two broad equilibria toward which all societies that face problems of collective action (that is, all societies) tend to evolve and which, once attained, tend to be self-reinforcing." Is Strong Reciprocity a Maladaptation? On the Evolutionary Foundations of Human Altruism.One Sentence Summary: Evidence is cited that strong reciprocity (repaying cooperation and punishing defection, cheating, violation of fairness norms), which plays a role in the provision of public goods and contradicts theories of selfish actors, is neither a maladaptation, nor explained in an evolutionary context by kin selection, reciprocal altruism, indirect reciprocity, or costly signaling. Disciplines: Biology Cultural Evolution Computer Science Political Science Sociology Findings:
Keywords: altruism cooperation evolution prisoners dilemma public goods punishment reciprocity reputation tit-for-tat Published in: MIT Press in Cooperation with Dahlem University Press Date: 2003 One Paragraph Summary: Economic games that probe of human behavior (including games that allow punishment of cheaters and non-reciprocators), together with research by biologists, zoologists, and primatologists have delivered strong evidence that traditional assumptions of universally strictly egoistic (rationally self-interested) behavior are at least partially wrong: People repay gifts and punish cheaters, even at a cost to themselves, even among strangers in one-shot games where there is not possibility of reaping future repayment. This practice of "strong reciprocity" has been explained evolutionarily as a maladaptation. The authors of this survey marshal evidence that theories of kin selection (altruism on behalf of genetic relatives that provides reproductive advantage to those who share the altruist's genes), reciprocal altruism (gifts that are made with expectation of eventual repayment by the giftee), indirect reciprocity (gaining a reputation that could pay off in future encounters with other members of the group) costly signaling (acts that cost the actor, but which signal desirability of the signaler as a potential ally or mate) do not sufficiently explain strong reciprocity – and evidence that contradicts these theories as explanatory mechanisms. A cultural evolution hypothesis is proposed: groups that are not closely genetically related can gain survival advantage in competition with other groups if a disproportionate number of strong reciprocators are present – and the presence of strong reciprocators is only possible when cheaters are punished. At the same time, other selection pressures drive the presence of purely selfish humans. Both types coexist because they have coevolved in human cultural practice. The authors offer a beginning, not an ultimate answer, to questions about strong reciprocity, suggesting further research. Institutional Interplay: The Environmental Consequences of Cross-Scale InteractionsOne Sentence Summary: Cross-scale (vertical) interactions among resource regimes must be planned in such a way that maximizes the benefits of interaction by higher levels of social organization (comprehensive planning with respect to ecosystems management and equity) and minimizes the disadvantages (bias towards economically and politically powerful parties). Disciplines: Economics Political Science Sociology Findings:
Keywords: capitalism civil society communication cooperation democracy hierarchy interdependence public goods Published in: The Drama of the Commons, National Academy Press Date: 2002 One Paragraph Summary: As the density of institutions increases in all levels of social space (the local, national and international arena), so does the number and importance of interactions between individual institutions, both horizontally (at the same level of social organization) and vertically (between different levels of social organization). In many cases, sustainability of patterns of land and sea use is determined by the interplay between modern and often formal national structures and often informal local systems. The creation of exclusive economic zones (EEZs) beginning in the 1970s helped to increase the role of national regulations in use of marine resources. In the case of land tenure, a trend throughout the modern era toward national control has only recently been reversed, through claims of ownership by indigenous groups. While local systems of control do not always act in the interests of sustainability of the resource, they are motivated differently than multinational corporations that can easily move operations without worrying about long-term costs; "as long as their informal socioeconomic systems remain intact, local peoples do not have the strong incentives to harvest timber for export, to extract hydrocarbons or nonfuel minerals to sell on world markets." Imagined Collectivities and Multiple AuthorshipOne Sentence Summary: Certain communities of Papua New Guinea participate in a kind of multiple (as opposed to collective) authorship of collectively owned cultural products, which may shed light on emerging property rights problems around common pool resources such as the human genome that are in some sense owned collectively. Disciplines: Anthropology Computer Science Economics Political Science Sociology Findings:
Keywords: sharing economy property rights peer production open source intellectual property cooperation Published in: Code: Collaborative Ownership and the Digital Economy, ed. Rishab Aiyer Ghosh, MIT Press Date: 2005 One Paragraph Summary: Citing controversies over the ownership of the human genome, Strathern examines intellectual property practices among tribal people in Papua New Guinea. A commemorative sculpture is made by a group of artisans; other people pay to participate in a ritual in which the sculpture is displayed to only paying participants, then burned. The paid participants have the right to reproduce the pattern of the sculpture in their own future rituals and those who did not pay to see it do not have the right. The actual object no longer exists, and the intellectual property is distributed among the memories of the participants. The sculpture is a "distributed object," and the network of artisans and ritual participants are both collaborative creators and collective owners of a virtual property - a structure of ownership and distribution that parallels in interesting ways emergent forms of co-created property such as the genome, ethnopharmacological knowledge, or open source software. How To Cope With Noise in the Iterated Prisoner's DilemmaOne Sentence Summary: The Tit-for-Tat strategy is vulnerable to noise – errors in implementing choices – that can lead to echoing defections, but can be made less sensitive by adding generosity (occasionally refraining from punishing defection by opponent) and contrition (refraining from punishing a reaction to accidental defection.)" Disciplines: Biology Computer Science Economics Political Science Findings:
Keywords: agent-based model complexity cooperation game theory reciprocity tit-for-tat prisoners dilemma Published in: Journal of Conflict Resolution 39, No. 1: 183-189 Date: March 1995 One Paragraph Summary: Axelrod became concerned with the problem of noise – mistaken defections in Prisoner's Dilemma games that can lead to echoing repetitions – during the Cuban Missile crisis. Adding generosity and contrition to Tit-for-Tat and reimplementing the 63 rules of the original iterated Prisoner's Dilemma tournament proved to be an effective way of coping with noise; Win-Stay, Lose-Shift did not do as well in such an environment. Axelrod was able to put Soviet and US nuclear strategists together to play Prisoner's Dilemma in 1988 for an audience of social scientists -- with noise deliberately introduced. This tournament was the basis for Axelrod's statement that "Noise calls for forgiveness, but too much forgiveness invites exploitation." The authors also noted: "Generosity can correct an error by either player, but contrition can only correct one's own error. Thus, when the population of strategies one is likely to meet has not adapted to the presence of noise, a strategy like Generous Tit-for-Tat is likely to be effective. On the other hand, if the strategies of the other players one is likely to meet have already adapted to noise, then a strategy like Contrite Tit-for-Tat is likely to be even more effective because it can correct its own errors and restore mutual cooperation almost immediately." Gregor Mendel, Meet Florence Nightingale: Summaries and FindingsOne Sentence Summary: Inspection of the genetic relatedness of two groups of rice farmers, one whose circumstances necessitated cooperation, and another group of hillside farmers whose agricultural practices enabled more independence, probed for evidence of how "ecological feedback can influence social structure, and note how these processes leave recoverable traces in population genetic structure." Disciplines: Biology Anthropology Cultural Evolution Computer Science Political Science Psychology Findings:
Keywords: cooperation cultural evolution evolution agent-based model Published in: Santa Fe Institute Bulletin, vol. 20, no. 1 Date: Spring, 2005 One Paragraph Summary: Comparisons of the genetic relatedness of two populations enable the kind of multidisciplinary convergence required for cooperation studies: University of Arizona professor of anthropology Stephen Lansing, after thirty years of study in Indonesia, teamed up with Santa Fe Institute colleagues to "build a new microscope and aim it at the emergence of patterns of social structure through time." Population genetics showed that lowland farmers who had to stay in one place and work cooperatively with neighbors to maintain shared irrigation resources were more closely genetically related than highland rice farmers who had less permanent connections to particular farmlands and to their neighbors. An observed difference in genetic relatedness between two culturally similar groups whose circumstances required different degrees of cooperation can be explained by a wide variety of factors, including "marriage rules, migration, language drift, historical changes in modes of production. Lansing et. al. used agent-based modeling to "simulate what might have led up to the patterns we see in the data." |
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