Cited by 309Visual perception and processing mechanismsAesthetic Perception and AnalysisNeural dynamics and brain function

The Interface Theory of Perception

Open access
Hoffman, Donald D., Singh, Manish, Prakash, Chetan·2015·Psychonomic Bulletin & Review

Abstract

Perception is a product of evolution. Our perceptual systems, like our limbs and livers, have been shaped by natural selection. The effects of selection on perception can be studied using evolutionary games and genetic algorithms. To this end, we define and classify perceptual strategies and allow them to compete in evolutionary games in a variety of worlds with a variety of fitness functions. We find that veridical perceptions--strategies tuned to the true structure of the world--are routinely dominated by nonveridical strategies tuned to fitness. Veridical perceptions escape extinction only if fitness varies monotonically with truth. Thus, a perceptual strategy favored by selection is best thought of not as a window on truth but as akin to a windows interface of a PC. Just as the color and shape of an icon for a text file do not entail that the text file itself has a color or shape, so also our perceptions of space-time and objects do not entail (by the Invention of Space-Time Theorem) that objective reality has the structure of space-time and objects. An interface serves to guide useful actions, not to resemble truth. Indeed, an interface hides the truth; for someone editing a paper or photo, seeing transistors and firmware is an irrelevant hindrance. For the perceptions of H. sapiens, space-time is the desktop and physical objects are the icons. Our perceptions of space-time and objects have been shaped by natural selection to hide the truth and guide adaptive behaviors. Perception is an adaptive interface.

AI snapshot

Written from the paper’s full text.

TL;DR

The paper argues that natural selection shapes perception toward fitness rather than truth, so veridical perception is not the default outcome of evolution. It supports this with evolutionary games, genetic algorithms, and formal models, concluding that perception is better understood as a species-specific interface that guides adaptive action.

Key findings

  • In evolutionary games, strict interface strategies tuned to payoffs usually drive naïve realist and critical realist strategies extinct; realists survive only when payoff varies monotonically with resource quantity.
  • In Mark’s genetic algorithm, after 500 generations robots evolved one of two payoff-tuned color strategies: squares with 0, 1, 9, or 10 cans seen as red and others green, or the reverse; a truth-tuned split would have been uninformative about payoff.
  • The formal Computational Evolutionary Perception framework separates the objective world \(W\) from representational spaces \(X\) and \(Y\), introduces perceptual channels and a fitness function, and models perception-decision-action loops rather than assuming \(X = W\).
  • The Invention of Symmetry Theorem and its space-time corollary show that an observer’s perceptual space can have rich, predictable structure—even Euclidean or space-time-like structure—without the objective world sharing those symmetries.

Methods

  • The authors define five classes of perceptual strategy: omniscient realist, naïve realist, critical realist, hybrid realist, and interface strategy, with formal measurable-space and Markovian-kernel definitions.
  • They use evolutionary game theory, including the replicator equation and Monte Carlo simulations, to model competition among perceptual strategies under different payoff functions and environments.
  • They also use genetic algorithms: Mitchell’s Robby simulation (12×12 grid, 200 robots, 1000 generations, 100 foraging runs of 200 actions) and Mark’s modification (up to 10 cans per square, two perceived colors, 2^11 = 2048 possible perceptual strategies, 500 generations).

Limitations

  • Stated: evolutionary games assume infinite populations and complete mixing; the authors say this could be an artifact but consider it unlikely, and they call for checks using finite populations and evolutionary graph theory.
  • Stated: natural selection yields satisficing, not optimal, solutions; the genetic algorithms use simplified, abstract worlds and fixed or limited perceptual spaces.
  • Evident from the text: the claims about human perception are extrapolated from simulations and formal arguments rather than direct empirical tests of human perceptual evolution; the paper also notes that some interface-theory predictions are counterintuitive and not yet falsified.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3758/s13423-015-0890-8

Cites

150 of 150 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

6 of 68 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured

  • Interpretationreasoning

    A Bayesian observer will make the wrong scene interpretation when its assumptions about statistical regularities in the world are violated.

    “Specifically, because a Bayesian observer must rely on assumptions of statistical regularities in the world (e.g., light tends to come from overhead), it will necessarily make the wrong scene interpretation whenever it is placed in a context where its assumptions happen to be violated”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Kleffner & Ramachandran, 1992 source

      The paper describes an overhead-light assumption in shape-from-shading perception and shows that it can affect whether a shape appears convex or concave (opening section; page not supplied). It does not characterize the observer as Bayesian or establish that a violated assumption necessarily produces a wrong interpretation in every context. The Discussion (page not supplied) says the overhead-light assumption can be overridden by other image cues. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Premisereasoning

    The posterior distribution, formed by multiplying likelihood and prior, strongly favors some scene interpretations over others.

    “The product of the likelihood and prior-the posterior distribution over scenes, given the image y 0 -thus strongly favors some scene interpretations over others”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Kersten, Mamassian & Yuille, 2004 source
    • cites Knill & Richards, 1996

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Mamassian, Landy & Maloney, 2002 source
  • Premisecitation

    The Copenhagen interpretation and quantum Bayesianism also make both predictions.

    “both predictions are made by the standard BCopenhagen^interpretation of quantum theory and by more recent interpretations, such as quantum Bayesianism (Allday 2009;Fuchs 2010).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Allday 2009 source
    • cites Fuchs 2010 source

      Section IV (pp. 10–12) describes how quantum Bayesianism uses the Born rule to assign probabilities to measurement outcomes, supporting its ability to make quantum predictions. The citing sentence does not identify what “both predictions” are, and the passages do not establish that quantum Bayesianism and the Copenhagen interpretation make those two particular predictions. (LLM, conf=0.74)

      Experimental — accuracy not yet measured
  • Findingcitation

    Perceiving agents can be combined in several mathematically precise ways to create new perceiving agents that are not reducible to the original agents.

    “Perceiving agents can be combined, in several mathematically precise ways, to create new perceiving agents that are not reducible to the original agents (Hoffman and Prakash 2014).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Hoffman and Prakash 2014 source
  • Interpretationcitation

    The interface theory can be embedded in a mathematically rigorous theory of idealism.

    “However, it can be embedded in a mathematically rigorous theory of idealism (Hoffman 2008;Hoffman and Prakash 2014).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Hoffman 2008
    • cites Hoffman and Prakash 2014 source
  • Classified as probably not a substantial claim. 62
  • May combine two claims. 70
  • The quote only partly states this claim. 2
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    On these interpretations, an unobserved electron lacks position, and its state does not generally predict the exact position a measurement will find, so no causal story explains the precise result.

    “According to these interpretations an electron, for instance, has no position when it is not observed and the state of the electron does not, in general, allow one to predict the specific position one will find when making a position measurement, i.e., no causal account can be given for the precise measurement obtained.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Allday 2009 source
    • cites Fuchs 2010 source

      In “PROBABILITY DOES NOT EXIST” (pp. 6–7), Fuchs says measurement consequences are generally incompletely predictable and describes an outcome as something new that comes into the world. But the paper does not establish the categorical claim that an unobserved electron has no position: “THE ESSENCE OF BELL'S THEOREM, QBISM STYLE” (p. 15) presents a system's lack of a definite premeasurement value as one of two positions under discussion. Nor does unpredictability establish that no causal account of a precise result can be given. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingreasoning

    In the example, an interface strategy tuned to payoffs is a strict interface because its mapping from resource quantities to colors is not a homomorphism; it is an efficient channel for payoff information but poor for truth.

    “It's a strict interface strategy, because the mapping from resource quantities to colors is not a homomorphism.For instance, some resource quantities that map to green are smaller than all resource quantities that map to blue (green bar on the left), but other resource quantities that map to green are greater than all resource quantities that map to blue (green bar on the right).”
    • Also stated in: § Evolutionary games · plain
      “This strategy is an efficient communication channel for information about payoffs but a poor channel for truth.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    In the example with uniformly distributed resources and a Gaussian payoff, a critical realist can optimally estimate resource quantity from perceived color but cannot optimally estimate payoff; green and yellow are redundant for payoff.

    “If the resources are uniformly distributed then this critical realist, given its perceived color, can optimally estimate the true quantity of resources.”
    • Also stated in: § Evolutionary games · plain
      “However, it cannot optimally estimate the payoffs.If it sees green, then the payoff could range from nearly 100 to less than 25; if it sees yellow, it's exactly the same-green and yellow are redundant.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The evolved perceptual strategy sees high-payoff squares as green and low-payoff squares as red, or vice versa, providing information required for effective foraging and being favored by the genetic algorithm.

    “Instead, the robots wield a strategy that sees high payoff squares as green, and low payoff squares as red, or vice versa.This perceptual strategy provides the information required for effective foraging and is favored by the genetic algorithm.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    A perceptual channel can be good at communicating information about fitness while being bad at communicating information about truth, and vice versa.

    “As we saw in the example in Fig. 5 above, it is possible to have a perceptual channel (a composition of a message construction kernel and a transfer kernel) that is good at communicating information about fitness but bad at communicating information about truth, and vice versa.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Even if you both see cube A at the same time, your cube A experiences are not numerically identical.

    “Even if you both see cube A at the same time, your cube A experiences are not numerically identical.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    If you and a friend look at the Necker cube and she experiences cube A while you experience cube B, your cube experiences are not numerically identical.

    “If you and a friend are both looking at Fig. 4, and she experiences cube A while you experience cube B, then clearly your cube experiences are not numerically identical.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Findingnone given

    What is behind my screen that triggers it to display a Porsche is a complex tangle of code and transistors that does not resemble a Porsche.

    “What is behind my screen that triggers it to display a Porsche is a complex tangle of code and transistors that does not resemble a Porsche.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingreasoning

    My chances of rendezvousing with you are better if I know the truth about where you are.

    “Yes, my chances of rendezvousing with you are better if I know the truth about where you are, just as my chances of deleting a text file are better if I know the truth about where the icon of the text file is on my desktop interface.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    In Example 3, with X={x,x′}, G=Z2, S=N, and a.(x,s)=(x′,s+3), a.(x′,s)=(x,s), G acts transitively on X but its effect on W is not a group action because a.a.(x,s) does not equal e.(x,s).

    “Let X = {x,x′} and S = ℕ, the natural numbers.Again, let the group be ℤ 2 .Leta.(x,s) = (x′,s+3) and a.(x′,s) = (x,s).Then a.a.(x,s) = (x,s+3)≠e.(x,s)= (x,s).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingnone given

    Example 2 provides a toy example where G has a bona-fide group action on X and g.s is in S_{g.x} whenever s is in S_x, yet there is no group action on W as a whole, so W is not a G-set.

    “Here is a toy example of an agent's G acting on W in such a way that there is a bona-fide group action of G on X and we always have g.s∈S g.x whenever s∈S x , yet there is no group action on W as a whole: W is not a G-set.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingreasoning

    In an online video game, the Porsche on my screen is not numerically identical to the Porsche on your screen.

    “But the Porsche on my screen is not numerically identical to the Porsche on your screen.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingnone given

    In the example, A is not 1:1, but examples where A is 1:1 are easy to generate.

    “In this example, A is not 1:1, but it is not at all hard to generate examples where Ais 1:1, as the next example shows.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingreasoning

    In Example 1, if all fibres S_x are the same set S, then W = X × S, and the defined action is a group action on W that is trivial on the fibers and not transitive on W, so W is not a G-set.

    “Suppose that all fibres S x (see the proof of the Invention of Symmetry Theorem) are the same set, S say.Then W=X×S: the world is a Cartesian product.If X is a Gset, let the action of g∈G on (x,s) be given by g.(x,s) = (g.x,s).This is a group action on W, but it is trivial on the fibers and is certainly not transitive on the whole of W, which is thus not a G-set.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingreasoning

    Your cube A experience is not numerically identical to your cube B experience.

    “Your cube A experience is not numerically identical to your cube B experience.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Mathematical tools-including evolutionary game theory, evolutionary graph theory, and genetic algorithms-can be used to study evolution by natural selection.

    “Evolution by natural selection can be studied using mathematical tools, such as evolutionary game theory, evolutionary graph theory, and genetic algorithms”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Hofbauer and Sigmund 1998 source
    • cites Mitchell 1998 source
    • cites Nowak 2006 source
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisereasoning

    One must model how likely different perceptions are and how those likelihoods depend on world states.

    “But it always seems necessary to model the probabilities of various perceptions and how these probabilities vary with states of the world.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Perceptual systems shaped by natural selection can be non-optimal in both structure and information, as long as they suffice for survival and reproduction.

    “Thus, perceptual systems that evolve by natural selection need not be optimal in structure and need not deliver optimal information, just information sufficient for survival and reproduction.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Most perceptual scientists agree that natural selection has made human perception typically accurate and veridical, especially regarding aspects of reality important for survival.

    “a broad consensus has emerged among perceptual scientists: Natural selection has shaped our perceptions to be, in the typical case, accurate depictions of reality, especially of those aspects of reality that are critical for our survival.”
    • Also stated in: § Introduction · boosted
      “Yet there is consensus among perceptual scientists that natural selection has shaped the perceptions of H. sapiens to be, in the normal case, veridical.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Palmer 1999

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Marr (1982)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Trivers (2011)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Evolutionary games can model frequency-dependent selection, in which a strategy's fitness depends on how many individuals use it.

    “Evolutionary games have the power to model frequencydependent selection, in which the fitness of strategies is not fixed, but instead varies with the proportion of individuals in the population that employ each strategy”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Allen and Clarke 1984 source
    • cites Hofbauer and Sigmund 1998 source
    • cites Nowak 2006 source
  • Probably not a substantial claim: may not pass S2 (checkable).

    Study design and conductreasoning

    A definition of perceptual strategy must be broad enough to encompass all relevant strategies, so that evolutionary games and genetic algorithms do not miss viable ones.

    “We need a definition of perceptual strategy that's broad enough to include all relevant strategies-otherwise our evolutionary games and genetic algorithms might inadvertently overlook viable strategies.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisereasoning

    Nonlinear payoff functions are common in biology, and organisms that maintain homeostasis are expected to have many nonmonotonic payoff functions.

    “Such a nonlinear payoff function is quite common: Not enough water and one dies of thirst; too much and one drowns; somewhere in between is just right.Similarly for salt and a variety of other resources.Indeed, for organisms that must maintain homeostasis of a wide variety of variables, one can expect many nonmonotonic payoff functions.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisenone given

    In the standard Bayesian framework, the space X plays two distinct roles: it is the set of objective world states and also the space of interpretations or hypotheses from which the visual system selects.

    “Note, in particular, that in the standard Bayesian framework summarized above, space X plays two distinct roles.First, X corresponds to the set of objective world states.Second, X corresponds to the space of interpretations (or hypotheses) from among which the visual system must select.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisereasoning

    Fitness is a function of the objective world that depends on the organism, its state, and an action; there is no simple relation between fitness and truth.

    “Fitness is a function of the objective world.However, a fitness function depends not just on the objective world but also on the organism, its state, and an action.”
    • Also stated in: § Interface theory of perception · plain
      “There's no simple relation between fitness and truth, although many perceptual researchers assume otherwise.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    One cannot assume that properties of X correspond to properties of W; finding structure on X does not imply that W has that structure.

    “We cannot assume that the properties of X correspond to properties of the objective world W. In other words, if we find some structure on X, it does not follow from this that W necessarily has that structure as well.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    It is likely that veridical strategies never enter the playing field; they are so unfit that they are not worth trying.

    “Thus, it's likely that veridical strategies never enter the playing field.They're so unfit that they're not worth trying.”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Interpretationreasoning

    When a representational space has little relevant structure, there is evolutionary pressure to evolve X itself rather than only the channel to a fixed X.

    “evolutionary pressure to evolve the representational space X itself, rather than just the perceptual channel to the fixed representational space X.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    In the standard Bayesian framework for vision, the likelihood of a scene is the probability of obtaining the image from that scene and measures how well the scene can explain the image; it is often defined by a projective or rendering map from 3D scenes to images, possibly with noise.

    “The likelihood of the scene x corresponds to the probability of obtaining the image y 0 from scene x; it is therefore a measure of the extent to which scene x is consistent with-or Bcan explain^-image y 0 .”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    An obvious way to increase expected-fitness payout is to tweak the perceptual channel P_X while keeping the representational space X fixed.

    “An obvious way to increase the expected-fitness payout is to Btweak^a perceptual channel P X appropriately while keeping the representational space X fixed.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Our perception of space-time is analogous to a desktop, and our perception of objects and their properties is analogous to icons on the desktop; the language of space-time and physical objects is the wrong language for describing the true structure of the objective world.

    “Our perception of space-time is analogous to the desktop, and our perception of objects and their properties is analogous to the icons on the desktop.Just as the language of desktops and icons is the wrong language for describing the true structure of the computer, so also the language of space-time and physical objects is the wrong language for describing the true structure of the objective world”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The standard definition of illusory perceptions is based on an incorrect understanding of perception and its evolution, because it assumes evolution shaped perceptions to be normally veridical, which it did not.

    “The standard definition of illusory perceptions is, however, based on an incorrect understanding of perception and its evolution.It assumes that evolution has shaped our perceptions to be, in the normal case, veridical.But evolution has done no such thing.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisereasoning

    Payoffs and truth are different unless payoff functions happen to vary monotonically with truth.

    “Payoffs and truth are different, unless payoff functions happen to vary monotonically with truth.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    It is possible but unlikely that the result that natural selection generically drives veridical perceptions to extinction is an artifact of unrealistic assumptions of infinite populations and complete mixing, because interface strategies can be tuned to the right information while realist strategies are necessarily tuned to the wrong information when payoffs are nonmonotonic.

    “Possibly, but unlikely, because the core reason that interface strategies dominate realist strategies is that, when payoffs are not monotonic with truths, interface strategies can be tuned entirely to the right information whereas realist strategies are necessarily tuned to the wrong information.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    In the dispersion-free case, P is not a homomorphism of any structures intrinsic to W other than the event structure required for probability, so no structural relationships among our perceptions are literally true of the world.

    “Second, P is not a homomorphism of any structures intrinsic to W, other than the event structure required for probability, so that no structural relationships among our perceptions are literally true of the world.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    We cannot expect in general that payoff functions vary monotonically with truth, because monotonic functions are a measure-zero subset of possible payoff functions and because homeostasis militates against them.

    “But we cannot expect, in general, that payoff functions vary monotonically with truth, because (1) monotonic functions are a (unbiased) measure zero subset of the possible payoff functions, and (2) even if they weren't, the ubiquitous biological need for homeostasis militates against them.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Reproductive success and veridicality diverge if the relevant payoff functions are nonmonotonic; they diverge with unbiased probability one.

    “They diverge if the relevant payoff functions are nonmonotonic; indeed they diverge with unbiased probability one.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    The prior probability in the standard Bayesian framework encodes the visual system's implicit knowledge from phylogenetic and ontogenetic experience that some scene interpretations are more probable a priori than others.

    “The prior probability captures the visual system's implicit knowledge, based on phylogenetic and ontogenetic experience, that certain scene interpretations are more probable a priori than others.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    CEP does not assume that X equals W or that X contains somewhere a true description of the objective world.

    “however, there is no assumption in our framework that X = W, i.e., that X contains somewhere within it a true description of the state of the objective world.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    It would be wrong to conclude that all perceptions are illusory; they usually guide our behaviors quite well.

    “But it would be wrong to conclude that therefore all perceptions are illusory.They are not.They usually guide our behaviors quite well.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    In the dispersion-free case, the perceptual function P:W→X is not veridical in that X is not a subset of W, so none of our perceptual experiences are literally true of the world.

    “First, X is not a subset of W, so that none of our perceptual experiences are literally true of the world.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    In CEP, X and Y are representational spaces, and neither is assumed to correspond to or be isomorphic to W.

    “In CEP, X and Y are simply two representational spaces-neither is assumed to correspond (or be isomorphic) to W.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The claim that perceptual estimates nearer the truth have greater utility than those wide of the mark is not true; fitness functions are more complex and rarely track truth.

    “Thiswould be convenient, but unfortunately it's not true.Fitness functions are more complex and versatile than that and rarely track truth.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Geisler and Diehl (2002) source
  • May combine two claims.

    Interpretationreasoning

    We must take our perceptions seriously not because they reveal the true structure of the world, but because they are tuned by natural selection to fitness.

    “We must take our perceptions seriously not because they reveal the true structure of the world, but because they are tuned, by natural selection, to fitness.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    Studies of perceptual evolution using evolutionary games and genetic algorithms render a clear verdict: natural selection discards veridical perceptions and promotes interface strategies tuned to fitness.

    “Studies of perceptual evolution using evolutionary games and genetic algorithms render a clear verdict: Natural selection discards veridical perceptions and promotes interface strategies tuned to fitness.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The simplified evolutionary games and genetic algorithms discussed in the paper adequately model the evolution of human perceptual strategies.
  • May combine two claims.

    Interpretationown data

    Our perceptions have been shaped by natural selection to make it easier for us to act effectively in the world so that we can survive and reproduce; they have not been shaped to make it easy to know the true structure of the world but instead to hide its complexity.

    “In similar fashion, says the interface theory of perception, our perceptions have been shaped by natural selection to make it easier for us to act effectively in the world, so that we can survive and reproduce (or, more accurately, so that our genes can survive and reproduce).Our perceptions have not been shaped to make it easy to know the true structure of the world but instead to hide its”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The simplified evolutionary games and genetic algorithms discussed in the paper adequately model the evolution of human perceptual strategies.
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    There is some evidence of dedicated representations in the evolution of vision, such as dorsal versus ventral pathways in the primate cortex.

    “Although there is some evidence of such dedicated representations in the evolution of vision (e.g., dorsal versus ventral pathways in the primate cortex), adopting this strategy indiscriminately can lead to quickly proliferating representational spaces-which would quickly become untenable.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    CEP differs from the standard Bayesian framework by separating W from X, introducing perceptual channels from W to X and Y, and introducing a fitness function on W.

    “The CEP framework thus differs from the standard Bayesian framework for vision in three key respects: (1) it separates the objective world W from the interpretation space X (used in the Bayesian inference from Y to X); (2) it introduces perceptual channels P X and P Y from W to the spaces X and Y, respectively; and (3) it introduces a fitness function on W (Fig. 4b).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    A strategy tuned to truths would map 0-5 cans to one color and 6-10 to another, providing maximal information about true can number but no information about payoffs, and thus would fail to guide effective foraging.

    “A strategy tuned to truths would see squares having between 0 and 5 cans as, say, red and squares having between 6 and 10 cans as green, so that the perceived color would be as informative as possible about the true number of cans.But such a realist strategy would provide no information about payoffs (since red squares would have the same expected payoff as green squares) and would thus fail to”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    A specific fitness function presupposes a particular organism, a particular state, and a particular action class.

    “Recall that a specific fitness function f o,s,a presupposes not only a particular organism o, but also a particular state s, and particular action class a.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The space-time and physical objects of our perceptions are a species-specific adaptation shaped by natural selection that allows H. sapiens to survive long enough to reproduce; they are not an insight into objective reality.

    “The space-time and physical objects of our perceptions are a species-specific adaptation, shaped by natural selection, which allow H. sapiens to survive long enough to reproduce.They are not an insight into the nature of objective reality.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    In a more complex case with 30 genes and 10 possible colors, the search space has 10^30 perceptual strategies, and it is likely that a realist strategy would never appear in any generation because it has no selection pressure and could only appear by chance.

    “But in a slightly more complex case, say where there are 30 genes and 10 possible colors, then the search space has 10 30 possible perceptual strategies, and it's likely that a realist strategy, with no selection pressures in its favor, would never appear in any generation, because it could only appear by chance.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Reproductive success and veridicality are entirely distinct concepts; whenever they diverge, reproductive success trumps veridicality.

    “Reproductive success and veridicality are entirely distinct concepts.Whenever they diverge, reproductive success trumps veridicality.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Therefore, we cannot expect in general that natural selection has tuned our perceptions to truth; our perceptions are not expected to be veridical.

    “Thus, we cannot expect, in general, that natural selection has tuned our perceptions to truth, i.e., we cannot expect our perceptions to be veridical.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    It is possible but unlikely that more realistic examples of perception, such as shape or color perception, would favor realist strategies; Monte Carlo simulations indicate greater complexity does not generally favor realists and increases the toll of their mistuning.

    “Again, it's possible, but unlikely.Monte Carlo simulations indicate that greater complexity does not, in general, favor realist strategies.Instead the mistuning of realists exacts a greater toll as the complexity of the situation increases.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    G is not required to be a symmetry group of the world, and the world need not match what the observer sees.

    “So,Gneed not be a symmetry group of the world: the world need not have the structure the observer sees.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: There is an objective world W with states that exists independently of observers.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    The interface theory keeps the distinction that illusions are experienced by most normal observers in suitable conditions, whereas hallucinations are idiosyncratic, seen by one or a few, and context-independent.

    “The interface theory still says that hallucinations differ from illusions in Fig. 7 Necker cube that an illusion is seen by most normal people if placed in the right context, but a hallucination is an idiosyncratic perception seen by just one, or perhaps a few, individuals, and need not depend on the context.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    An organism may possess multiple PDA loops, which can be nested and interconnected in many configurations.

    “a given organism can have many PDA loops, and its PDA loops can be nested and networked in an endless variety of ways.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    If the interface theory holds and selection gave humans a shared nonveridical interface, that would explain their agreement.

    “if the interface theory of perception is correct, and natural selection has shaped H. sapiens to share a nonveridical interface, then that is precisely why we agree.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Interpretationcitation

    A separate definition of illusion might come from mismatches between perception and measured world; this is a weaker notion, more like inconsistency between two measurement procedures.

    “Discrepancies between perception and the measured world may provide a distinct way of defining illusions (cf.Gregory, 1997).We consider this a weaker form of Billusion^; it is more a lack of consistency between the results of two different measurement procedures.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Gregory, 1997 source
  • May combine two claims.

    Premisenone given

    Gibson denied that perception involves information processing, whereas the interface theory does not.

    “Second, Gibson denied that perception involves information processing.The interface theory does not.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Worldly mediation of the symmetry does not mean the world itself has it; the world's possession of that symmetry may be only the observer's conceit.

    “That this is mediatedin the world does not imply that the world shares the symmetry: that the world has this symmetry could be merely a conceit of the observer”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: There is an objective world W with states that exists independently of observers.
  • May combine two claims.

    Interpretationreasoning

    That veridicality-only view is stronger than the interface theory's and false; it misunderstands evolution.

    “This claim is stronger than that of the interface theory and is in fact false.It gets evolution wrong.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The interface theory accounts for our not being fooled by conflicting behavioral recommendations and by trust in stereovision.

    “The interface theory explains that stereovision invites behaviors at odds with those appropriate for a cube.This mismatch in behavioral advice, and our confidence in, e.g., the advice of stereovision, keeps us from being fooled.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. The quote only partly states this claim.

    Interpretationreasoning

    Adding an action space G to the CEP framework yields three Markovian kernels-perception P from W to X, decision D from X to G, and action A from G back to W-which form the PDA loop.

    “As a result, we have three Markovian kernels-for perception, decision, and action respectively.”
    • Also stated in: § Perception-Decision-Action (PDA) loop · plain
      “These three kernels therefore form a loop that we call the PDA loop.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: There is an objective world W with states that exists independently of observers.
  • May combine two claims.

    Premisecitation

    Gibson held that evolution produces veridical perception of adaptively significant world features, making his view naïve realism rather than the interface theory.

    “First, Gibson got evolution wrong: He claimed that evolution shapes veridical perceptions of those aspects of the world that have adaptive significance for us.Thus Gibson proposed naïve realism, not the interface theory.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Koenderink 2014 source
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    For the interface theory, illusion cannot be defined by nonveridicality: every perception is fundamentally nonveridical, yet only some are illusory.

    “according to the interface theory, illusory perception cannot be defined in terms of nonveridicality: indeed all perceptions are fundamentally non-veridical, but only some of them are illusory.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Koenderink (2014) concluded that the notion of veridicality is void and a major obstacle to understanding perception.

    “leading Koenderink (2014) to conclude BThe very notion of veridicality itself, so often invoked in vision studies, is void^and BIt is a major obstacle on the road to the understanding of perception.^”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Koenderink 2014 source
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    For hallucinations, the interface theory substitutes the idea that they fail to guide adaptive behavior for the textbook idea that they are nonveridical.

    “it replaces the claim that hallucinations are nonveridical perceptions with the claim that hallucinations are perceptions that do not guide adaptive behavior.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Over the course of evolution, perceptual-motor interactions have played an important role in shaping perceptual mechanisms.

    “Our claim is rather that, over the course of evolution, perceptual-motor interactions have played an important role in shaping perceptual mechanisms.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Both the measured world argument and the consensus argument fail.

    “Both arguments fail.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Although the observer lacks individual knowledge of P and A, it can know the composite kernel AP mapping actions in G to perceptual representations in X, and the composite kernel DAP mapping X back to X.

    “even though the observer cannot know kernels P and A individually, it can know the composition kernel AP from actions in G to perceptual representations in X.”
    • Also stated in: § Perception-Decision-Action (PDA) loop · plain
      “Similarly, it can know the composition kernel DAP from perceptual representations X back to X.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: There is an objective world W with states that exists independently of observers.
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    If a real distinction between normal and illusory perception is granted, new grounds for it and a new theory of illusion are needed.

    “If we concede that there is a vital divide between perceptions deemed normal and illusory (which, e.g., Rogers 2014 does not), then we must find new grounds for that divide and construct a new theory of illusions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The interface theory predicts that no object has any causal powers.

    “no object has any causal powers”
    • Also stated in: § Objection 6 · plain
      “The interface theory indeed makes both predictions.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: There is an objective world W with states that exists independently of observers.
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    A plausible reason for carving W into odd subsets S_x is a fitness function that is nearly constant inside each subset but varies across them.

    “one good reason would be a fitness function on W that happened to be constant, or roughly constant, within each subset S x but differed between subsets.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: There is an objective world W with states that exists independently of observers.
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Premisenone given

    Evidence for information processing is now overwhelming.

    “Evidence for information processing is now overwhelming.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Interface Theory claims that perceptual properties of space-time and objects reflect characteristics of the perceptual interface and do not correspond to objective truth.

    “Similarly, the claim of Interface Theory is that perceptual properties of space-time and objects simply reflect characteristics of our perceptual interface; they do not correspond to objective truth.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Much evidence shows systematic weaknesses and dependence on fallible heuristics and biases.

    “there is ample evidence that we have systematic weaknesses and rely on fallible heuristics and biases (Kahneman 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kahneman 2011

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    Nonveridical perception would let us abandon a simple theory of perception, not scientific method.

    “If this claim is correct, then we can discard a particularly simple theory of perception.But that is not to discard the methodology of science.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Euclidean perception is not veridical; it represents fitness, the thing that matters for evolution.

    “we see the world as Euclidean not because this perception is veridical, but because it suitably represents what matters in evolution: fitness.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    An observer lacks knowledge of where its perceptions originate in the objective world and of what its actions actually do there.

    “just as the observer does not know the true source of its perceptions in the objective world, similarly it does not know the true effects that its actions are having in the objective world.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: There is an objective world W with states that exists independently of observers.
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The PDA formalism applies to all organisms, not just humans.

    “the PDA formalism just described applies not just to humans, but also to all organisms.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The interface theory predicts that unperceived objects lack position and all other physical properties.

    “no object has a position, or any other physical property, when it is not perceived”
    • Also stated in: § Objection 6 · plain
      “The interface theory indeed makes both predictions.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: There is an objective world W with states that exists independently of observers.
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    We may still propose theories and derive falsifiable predictions about observations.

    “We can continue in the normal fashion to propose scientific theories and make falsifiable predictions about what we will observe.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The resulting measured worlds use the same space-time predicates as perception yet lack its shortsightedness; Euclidean extension, for example, accommodates the vast moon-star distance.

    “The measured worlds that result share the same predicates of space and time as our perceptions but don't suffer the same myopia: the Euclidean extension, for instance, easily handles the huge difference in distance between the moon and the stars.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationnone given

    G's action on the world need not constitute a group action; fiber coordinates may map to any s′ in S_g.x, and the S_x sets may be arbitrary.

    “Note that the action ofGon the world need not be a group action: the coordinatesin the fiber could go to any s′ at all in S g.x .Also, there is no requirement on the nature of the different S x : they could be anything at all.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: There is an objective world W with states that exists independently of observers.
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    The interface theory of illusion treats an illusion as a perception that does not guide adaptive behavior.

    “This forces the interface theory of illusions to identify illusions as perceptions that fail to guide adaptive behavior (Hoffman 2011).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hoffman 2011

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Spatial perception may just represent the fitness costs of moving about and similar actions.

    “our perception of space might simply be a representation of the fitness costs that we would incur for locomoting and similar actions.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisereasoning

    Unlike the interface theory, the textbook theory says perception guides adaptive behavior only when it is veridical.

    “The difference is that the textbook theory, but not the interface theory, claims that perceptions guide adaptive behaviors because, and only if, they are veridical.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Selection against veridical perception does not imply that every cognitive faculty is unreliable; each must be studied separately.

    “This does not entail that all cognitive faculties are not reliable.Each faculty must be examined on its own to determine how it might be shaped by natural selection.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The utilitarian theory says evolution gave perception heuristics or tricks for recovering useful information about an objective physical world, and that successful tricks make perception veridical about useful aspects of reality.

    “The utilitarian theory of perception claims that evolution has shaped perception to employ a set of heuristics or Bbag of tricks^, rather than sophisticated general principles.It claims that these tricks are employed to recover useful information about an objective physical world (a claim which the interface theory explicitly denies).Accordingly, when these tricks are sufficiently successful (whic”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Braunstein 1983 source
    • cites Ramachandran 1985;1990

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning

    Current physical theory and experimental data are consistent with both interface-theory predictions.

    “Thus, both predictions of the interface theory are compatible with current physical theory and experimental data.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    The world is much richer than the agent, so no action mapping A can be onto the world.

    “The world is much richer than the agent, so it is clear that no A can be onto the world.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    There is a mind-independent world.

    “there is a mind-independent world, but it almost surely does not consist of physical objects in space-time that are the targets of intentional content proposed by Coates.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    In the CEP framework, the interpretation space X in probabilistic inference is not assumed to be identical to the objective world W.

    “In this framework, the interpretation space X in probabilistic inference is not assumed to be identical to the objective world W.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given

    The interface theory is metaphysically neutral: it posits nothing about the world W except measurability in the probability-theory sense.

    “The interface theory is metaphysically neutral, in that it does not posit anything about the world W other than measurability (in the probability-theory sense, rather than the scientific measurement sense).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    In the CEP framework, there is a fitness function f on W.

    “Importantly, there is a fitness function f on W.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    There is no single, linear evolutionary sequence of perceptual representations; such sequences can branch out with multiple representations evolving in parallel while emphasizing different aspects.

    “We do not imply, of course, that there is single, linear evolutionary sequence of perceptual representations.Such sequences can branch out, with possibly multiple representations evolving more or less in parallel while emphasizing different aspects of the original representation (e.g., color, motion, and shape in the context of vision).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    There is no public Porsche.

    “But there is no public Porsche.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Both people interact with the same objective reality.

    “We both interact with the same objective reality, and we both represent our interaction with a species-specific set of experiences that we refer to as a car.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    Sense-data theorists said shapes, lightness, colors, and textures are seen directly without inference, but vision science now treats these properties as outputs of still-incompletely-understood computations.

    “The shapes, lightness, colors, and textures of sense data were claimed to be seen directly and without intervening inferences.It is now clear that these visual properties are the end products of computations of such sophistication that they are still not fully understood (Frisby and Stone 2010;Knill and Richards 1996;Marr 1982;Palmer 1999;Pizlo et al. 2014).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Frisby and Stone 2010

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Knill and Richards 1996

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Marr 1982

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    If one's degrees of belief do not satisfy the axioms of probability and Bayes rule, then one can be the victim of a Dutch book.

    “One can show that if one's degrees of belief don't satisfy the axioms of probability and Bayes rule, then one can be the victim of a Dutch book (e.g.,Jeffrey 2004).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Jeffrey 2004 source
  • May combine two claims.

    Interpretationreasoning

    The interface theory does not imply that perception is an act whose objects are sense data, nor that sense data provide an incorrigible foundation for verified knowledge.

    “The interface theory does not entail that perception is an act whose objects are sense data or that sense data are an incorrigible foundation for an edifice of verified knowledge.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    We can meaningfully consider ascending sequences within the larger lattice of evolving representations.

    “We can nevertheless meaningfully consider ascending sequences within this larger lattice of evolving representations.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    The authors interpret X as the possible phenomenal states of the observer.

    “With this proviso, we interpret X as the possible phenomenal states of the observer, and we interpret a specific x∈X not in terms of an act-object relation as proposed by the sensedatum theory, but as a specific phenomenal aspect or constituent of the observer's mind; ours is a one-place account rather than the two-place account of the sense datum theory.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The authors' interpretation is much like the critical realist interpretation of Coates (2007).

    “In this regard, our interpretation is much like the critical realist interpretation of Coates (2007).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Coates (2007) source
  • May combine two claims.

    Premisecitation

    Object permanence belief appears by about 3 months and is firmly established by 18 months.

    “Belief in Bobject permanence,^the belief, e.g., that a doll still exists and has a position even when it's hidden behind a pillow, begins as early as 3 months postpartum and is wellensconced by age 18 months (Bower 1974;Baillargeon and DeVos 1991;Piaget 1954).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Bower 1974

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Baillargeon and DeVos 1991 source
    • cites Piaget 1954 source
  • May combine two claims.

    Interpretationnone given

    The interface theory is not a sense-datum theory and does not require sense data or sensibilia to exist.

    “No, the interface theory is not a sense-datum theory and does not entail the existence of the sense data, or sensibilia, posited by such theories.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    In the CEP framework, perceptual channels from W to representational spaces X and Y are tuned to increase expected-fitness payout to the organism.

    “The perceptual channels from W to the perceptual representational spaces X and Y are Btuned^to increase expected-fitness payout to the organism”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    The interface theory is a general but mathematically precise theory of perception and action.

    “The interface theory is a general, but mathematically precise, theory of perception and action.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Objective reality is not a car and does not remotely resemble a car.

    “But the objective reality is not a car and doesn't remotely resemble a car; moreover, the car of your experience is distinct from the car of my experience.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    By six months, children show rich causal interpretations of physical objects.

    “Rich causal interpretations of physical objects are evident in children by age 6 months (Carey 2009;Keil 2011).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Carey 2009 source
    • cites Keil 2011 source
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Premisenone given

    The assumption that neurons are public physical objects that exist unperceived and have causal powers is the starting point for almost all theories.

    “Here the assumption that neurons are public physical objects that exist unperceived and have causal powers is the starting point for almost all theories, and is, we propose, the reason for the (widely acknowledged) failure of all such theories to solve the mind-body problem.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given

    The authors interpret a specific x in X not as an act-object relation but as a phenomenal aspect or constituent of the observer's mind, making their account one-place rather than two-place.

    “With this proviso, we interpret X as the possible phenomenal states of the observer, and we interpret a specific x∈X not in terms of an act-object relation as proposed by the sensedatum theory, but as a specific phenomenal aspect or constituent of the observer's mind; ours is a one-place account rather than the two-place account of the sense datum theory.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    What counts as a satisficing solution or sufficient increase in expected-fitness payout depends on factors including the ecological niche of the organism and its competitors.

    “Of course, what counts as a satisficing solution, or Bsufficient^increase in expected-fitness payout, depends on a number of factors, including the characteristics of the ecological niche of the organism, and of its competitors.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationreasoning

    If I steal your car, I change objective reality in a way that injures you and rightly puts the law on your side, but the changed reality does not resemble a car.

    “If I do steal it, I've changed objective reality in a way that injures you and rightly puts the law on your side, but the reality that I've changed doesn't resemble a car.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    When I see your car, I interact with an objective reality.

    “When I see your car, I interact with an objective reality, but my experience of that reality as a car is not an insight into that reality, but is merely a species-specific description shaped by natural selection to guide adaptive behaviors.”
    Quote in the paperNot a substantial claim
116 of 116
  • The paper relies on this without support.

    The simplified evolutionary games and genetic algorithms discussed in the paper adequately model the evolution of human perceptual strategies.

    “Studies of perceptual evolution using evolutionary games and genetic algorithms render a clear verdict: Natural selection discards veridical perceptions and promotes interface strategies tuned to fitness.This motivates the interface theory of perception, which we now discuss”
  • The authors state this as an assumption.

    The objective world W has a probability structure: a space of events and a probability measure on that space.

    “Specifically, we assume there is a space of events W on W, and a probability measure μ on this space.”
  • The paper relies on this without support.

    Natural selection generally produces satisficing rather than optimizing solutions.

    “We term such an observer ideal, because natural selection does not, in general, produce perceptual channels that maximize expected-fitness payout.It produces satisficing solutions, rather than optimizing solutions.”
  • The paper relies on this without support.

    What matters in evolution is fitness, not objective truth.

    “Clearly, what matters in evolution is fitness, not objective truth”
  • The paper relies on this without support.

    Human evolution was governed by the same laws as the evolution of other species.

    “After all, the evolution of Homo sapiens was governed by the same laws that govern the evolution of other species.”
  • The paper relies on this without support.

    There is an objective world W with states that exists independently of observers.

    “we have representational spaces (X, Y) and perceptual channels (P X , P Y ) from the world W to these representational spaces.”
    “the previous state w of the world is moved to a new state w′ denoted g.w.”
  • The authors state this as an assumption.

    Different observers' experiences of a shared object are similar enough to permit communication about that object.

    “we both assume that the experience of the other, although numerically distinct from our own experience, is nevertheless similar enough to permit communication.”
    “I assume that the Porsche on my screen is similar to the Porsche on yours, so that we can discuss genuinely and compete for the Porsche.”
  • The authors state this as an assumption.

    The headaches of other people are similar enough to one's own headaches to make communication possible.

    “we assume that the headaches of others are similar enough to our own to make communication possible.”
8 of 8

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • The stated number of Robby's possible perceptions is too high

    Minor

    Robby cannot occupy a wall square. Of the four adjacent squares, at most two can be walls, and two walls must be adjacent. That gives 2 × (16 no-wall patterns + 32 one-wall patterns + 16 two-wall patterns) = 128 possible perceptions, not roughly 240; the later foraging-strategy count also uses the inflated figure.

  • The proposed truth-based colors do convey payoff information

    Minor

    Under the proposed split, a square paying 10 points must be red: only a square with 5 cans has that payoff, and 5 is assigned red. Thus the color is not devoid of payoff information. The asserted equality of expected payoffs also is not established without a distribution of can counts.

2 of 2

Cites

Flagged first, then by citations

31 of the 181 references couldn’t be matched to a known paper.

Research works printed but not linked: 10

  1. Bower, T. G. R. (1974). Development in infancy. San Francisco: Freeman Press.
  2. Fields, C. (2014). This boundary-less world. In D. Chopra (Ed.), Brain, mind, cosmos. La Costa, CA: Chopra. Chapter 13.
  3. Mark, J.T. (2013). Evolutionary pressures on perception: when does natural selection favor truth? Ph.D. Dissertation, University of California, Irvine.
  4. Marion, B.B. (2013). The impact of utility on the evolution of perceptions, Ph.D. Dissertation, University of California, Irvine.
  5. Marr, D. (1982). Vision. San Francisco: Freeman.
  6. Ramachandran, V. S. (1990). In C. Blakemore (Ed.), Interactions between motion, depth, color and form: The utilitarian theory of perception, in Vision: coding and efficiency. New York: Cambridge University Press.
  7. Revuz, D. (1984). Markov chains. Amsterdam: North-Holland.
  8. Trivers, R. L. (2011). The folly of fools. New York: Basic Books.
  9. von Uexküll, J. (1926). Theoretical biology. New York: Harcourt, Brace & Co.
  10. von Uexküll, J. (1957). A stroll through the worlds of animals and men: A picture book of invisible worlds, reprinted in Instinctive behavior: Development of a modern concept, C.H. Schiller. New York: Hallmark Press.

Cited by

Sorted by citations

Authors
Hoffman, D. D., Singh, M., & Prakash, C.
Affiliations
  • University of California, Irvine (US)
  • Rutgers, The State University of New Jersey (US)
  • California State University, San Bernardino (US)
Corresponding author
Hoffman, Donald D.
Venue
Psychonomic Bulletin & Review
Published
2015-09-18
Volume
22
Issue
6
Pages
1480-1506
ISSN
  • 1069-9384 (ISSN-L)
  • 1531-5320
OpenAlex
W1766695457
Cited by
309
References
181
Citations by year
2026: 25 · 2025: 27 · 2024: 59 · 2023: 29 · 2022: 22 · 2021: 33 · 2020: 20 · 2019: 25 · 2018: 19 · 2017: 22 · 2016: 13 · 2015: 4 · 2014: 6
FWCI
9.25
Type
journal article
Language
en
Open access
Locations
  • Psychonomic Bulletin & Review (publishedVersion)
  • PubMed (publishedVersion)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Aesthetic Perception and Analysis
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
Keywords
interface theory of perception, evolution of perception, perceptual strategies, veridical perception, evolutionary game theory, genetic algorithm, fitness function, natural selection
MeSH terms
Cognition, Biological Evolution, Humans, Learning, Perception, Psychological Theory

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-09-28.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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