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“Science constantly furnishes us with astonishing ideas about the nature of reality. Physics tells us that there may be an infinite number of universes, of which ours is just one, and that perhaps two particles in no physical contact with one another can somehow influence each other’s properties. From evolutionary biology we learn that birds are the only living descendents of dinosaurs. Geologists reveal that, as a result of the current trajectory of the Earth’s tectonic plates, Australia will eventually collide with Alaska. Contemporary educated people have grown used to the idea that, at least where the causal structure of the world uninfluenced by human agency is concerned, our stock of“commonsense” assumptions and principles is systematically unreliable as a guide to the facts. Our everyday scale of perceptions, along both its temporal and its spatial dimensions, is simply too pinched and unrepresentative to be trusted as a direct window onto wider truths, at least about physics, geology, astronomy, microbiology, and so on.”
Don Ross
“[U]nderdetermination problems can't be made to go away by logic alone. They can only be mitigated by having plenty of data. Pragmatically, one should stop worrying that one's model is underdetermined at the point where it would take superogatory levels of ingenuity to find a competing one.”
Don Ross
“Scientists, famously, use a lot of mathematics, at least in many disciplines (including both cognitive science and economics). Much of this is simply statistics, and derives from the importance of exact measurement. But that is not the whole story. Natural languages and the distinctions they draw are evolutionary products shaped by the interaction of cultural and genetic selection. They therefore encode, in deeply embedded and mutually reinforcing levels, distinctions important to folk theories—that is, the nonscientific social-cognitive structures that organize relationships important to special human purposes. Mathematical language is quite different, and this reflects differences between the nature of mathematical and of practical reasoning. Mathematical reasoning begins from sets of rigorously fixed procedural concepts, and these fixed points then have absolute authority, relative to special purposes in application, over what can and cannot be stated in the language. If we suspect there may be some particular structural fact but cannot figure out how to express it mathematically, this does not show that there is no such fact; but it implies that we must do some more work, either logical or empirical or both, before we can say that we are quite sure just what the putative structural fact is that we are trying to claim.”
Don Ross
“In game theory, as in applications of other technologies that use RPT [Revealed Preference Theory], the purpose of the machinery is to tell us what happens when patterns of behavior instantiate some particular strategic vector, payoff matrix, and distribution of information—for example, a PD [Prisoner's Dilemma]—that we’re empirically motivated to regard as a correct model of a target situation. The motivational history that produced this vector in a given case is irrelevant to which game is instantiated, or to the location of its equilibrium or equilibria. As Binmore (1994, pp. 95–256) emphasizes at length, if, in the case of any putative PD, there is any available story that would rationalize cooperation by either player, then it follows as a matter of logic that the modeler has assigned at least one of them the wrong utility function (or has mistakenly assumed perfect information, or has failed to detect a commitment action) and so made a mistake in taking their game as an instance of the (one-shot) PD. Perhaps she has not observed enough of their behavior to have inferred an accurate model of the agents they instantiate. The game theorist’s solution algorithms, in themselves, are not empirical hypotheses about anything. Applications of them will be only as good, for purposes of either normative strategic advice or empirical explanation, as the empirical model of the players constructed from the intentional stance is accurate. It is a much-cited fact from the experimental economics literature that when people are brought into laboratories and set into situations contrived to induce PDs, substantial numbers cooperate. What follows from this, by proper use of RPT, not in discredit of it, is that the experimental setup has failed to induce a PD after all. The players’ behavior indicates that their preferences have been misrepresented in the specification of their game as a PD. A game is a mathematical representation of a situation, and the operation of solving a game is an exercise in deductive reasoning. Like any deductive argument, it adds no new empirical information not already contained in the premises. However, it can be of explanatory value in revealing structural relations among facts that we otherwise might not have noticed.”
Don Ross
“The road to bad philosophy is paved with simplistic conceptual identities.”
Don Ross
“Here is what a person is: a set of basically compatible long-range interests that have co-opted a sufficient army of short-range interests into their coalition to maintain stable equilibrium. A person is that person just so long as her revealed preferences at the whole-person level don’t significantly cycle. This is why we can model people as (nonstraightforward) economic agents—just as we sometimes can, and should, model countries. Of course, a biological H. sapiens individual goes through changing external circumstances during its biography, so no one coalition of interests will stay in power forever. Becker and other mature anthropocentric neoclassicists have missed this point, whereas a Samuelsonian neoclassicist can accept it without difficulty. At the same time, the social pressures that discipline self-narratives tend to make people more and more like straightforward economic agents for increasing stretches of their biographies. These pressures are not external to their personal utility functions, as Sen supposes. They are what make (whole-) personal utility functions possible in the first place. Society does not struggle to civilize inner Robinson Crusoes, for people don’t biologically have such things. Instead, human society gives rise to something new under the evolutionary sun: creatures that act increasingly like the economic agents familiar among our asocial relatives, who nevertheless turn the trick of achieving the powerful network efficiencies that the asocial cannot.”
Don Ross

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