The Interface Theory of Perception
Open accessAbstract
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.
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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 - 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
- Findingown data
In evolutionary game simulations across various worlds and fitness functions, strategies that accurately track the world's true structure are routinely outperformed by strategies that track fitness instead.
“We find that veridical perceptions-strategies tuned to the true structure of the world-are routinely dominated by nonveridical strategies tuned to fitness.”
Quote in the paperSubstantial claim - Findingown data
Veridical perceptual strategies avoid extinction only when fitness varies monotonically with truth.
“Veridical perceptions escape extinction only if fitness varies monotonically with truth.”
Quote in the paperSubstantial claim - Findingown data
In these simulations, realists have a chance against interface strategies only when payoff varies monotonically with resource quantity, i.e., when truth and payoffs are roughly the same.
“The only situation in which realists have a chance against interface strategies is when payoff varies monotonically with resource quantity, i.e., when truths and payoffs are roughly the same thing.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Marion 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Mark et al. 2010 source
- cites Mark 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingreasoning
In these simulations, increasing costs for information and computation, or adding dispersion to perceptual maps, generally worsens outcomes for naïve and critical realists.
“Increasing costs for information and computation, or adding dispersion to the perceptual maps, generally makes matters worse for naïve realists and critical realists.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Marion 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Mark et al. 2010 source
- cites Mark 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
Monte Carlo simulations of many versions of the evolutionary game show that strict interface strategies tuned to fitness routinely drive naïve realist and critical realist strategies to extinction.
“From Monte Carlo simulations of many versions of this game the pattern is clear: strict interface strategies that are tuned to fitness routinely drive naïve realist and critical realist strategies to extinction (Marion 2013;Mark et al. 2010;Mark 2013).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Marion 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Mark et al. 2010 source
- cites Mark 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingreasoning
Under the theorem's conditions-G acts on W, X is a transitive G-set via PA, and P(g.w)=g.P(w)-the observer's perceptual experiences have a structure whose symmetry group is G.
“Then,the perceptual experiences X of this observer will admit a structure with Gas its group of symmetries.”
Quote in the paperSubstantial claim- Rests on an assumption: There is an objective world W with states that exists independently of observers.
- Findingreasoning
In some clear instances, what we perceive conflicts sharply with what careful measurement shows.
“there are obvious cases where our perceptions radically disagree with our careful measurements.”
Quote in the paperSubstantial claim - Findingnone given
Neither prediction has yet proven false.
“But neither prediction has yet proven false.”
Quote in the paperNot a substantial claim - Findingreasoning
When a perceiving agent's evolution is shaped by a suitably normalized fitness function, the agent is shaped toward perceptual spaces and mappings that maximize mutual information about fitness, not mutual information about the world.
“When the evolution of a perceiving agent is shaped by a (suitably normalized) fitness function f:W→ℝ + , then that agent is shaped towards an X and P that maximize the mutual information I(μf; μf P) and not the mutual information I(μ;μP); this is the formal way to state that perception is tuned to fitness rather than to veridicality.”
Quote in the paperSubstantial claim - Findingreasoning
When two people look at the same car, the car each experiences is not numerically identical to the other's experienced car.
“When you and I both look at your car, the car I experience is not numerically identical to the car you experience.”
- Also stated in: § Reply · plain
“the car of your experience is distinct from the car of my experience.”
Quote in the paperSubstantial claim - Also stated in: § Reply · plain
- Premisereasoning
It is possible to analyze contests among perceptual strategies and calculate the likelihood that they will emerge, die out, coexist, or dominate.
“One can study competitions between perceptual strategies and compute probabilities for strategies to emerge, go extinct, coexist, or dominate.”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data
Natural selection has shaped how humans perceive space-time and objects so that these perceptions conceal truth and direct adaptive action.
“Our perceptions of space-time and objects have been shaped by natural selection to hide the truth and guide adaptive behaviors.”
Quote in the paperSubstantial claim - Interpretationreasoning
The way we perceive space-time and objects does not imply that reality itself is structured as space-time and objects.
“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.”
Quote in the paperSubstantial claim - Premisenone given
In evolution by natural selection, when payoffs and truth differ, payoffs rather than truth confer fitness and reproductive success.
“In evolution by natural selection, whenever payoffs and truth differ it is payoffs, not truth, that confer (indeed, are identified with) fitness and reproductive success.”
Quote in the paperNot a substantial claim - Premisecitation
Natural selection operates as a search that produces satisfactory rather than optimal solutions.
“Natural selection is a search procedure that yields satisficing solutions, not optimal solutions.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Land and Nilsson 2012 source
- Interpretationown data
A perceptual strategy favored by natural selection is better understood as analogous to a computer windows interface than as a window on 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.”
Quote in the paperSubstantial claim - Interpretationreasoning
Perception is an adaptive interface.
“Perception is an adaptive interface.”
Quote in the paperNot a substantial claim - Premisereasoning
Evolutionary games and genetic algorithms can provide precise answers about which perceptual strategies natural selection favors, from which general principles can be extrapolated.
“We can devise evolutionary games and genetic algorithms to obtain precise answers in precise contexts, and from these we can extrapolate general principles.”
Quote in the paperSubstantial claim - Interpretationcitation
Many organisms rely on fallible perceptual heuristics shaped by natural selection.
“Thus, natural selection has shaped the perceptual systems of many organisms to rely on fallible heuristics.”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationreasoning
Interface strategies, which impose no constraints beyond measurability, can still be useful to an organism.
“It turns out that they can, in fact, still be quite useful, and a familiar metaphor helps to see this.”
Quote in the paperSubstantial claim - Interpretationreasoning
The interface theory says reality differs from our perceptions not just in specific cases but fundamentally: our perception of physical objects in space-time no more reflects reality than our perception of a flat and stationary earth.
“The interface theory of perception takes the next step.It says that reality differs from our perceptions not just in this or that specific case but in a far more fundamental way: our perception of physical objects in space-time no more reflects reality than does our perception of a flat and stationary earth.”
Quote in the paperSubstantial claim - Premisenone given
Fitness depends not only on the objective state of the world but also on the organism, its state, and the type of action.
“As we noted in the Interface Theory of Perception section, the first thing to note about fitness is that it depends not only on the objective state of the world but also on the organism in question (e.g., frog vs. tiger), the state of the organism (e.g., starving vs. satiated), and the type of action in question (e.g., mating vs. eating).”
Quote in the paperSubstantial claim - Interpretationreasoning
The standard Bayesian framework for vision implicitly assumes that the observer's hypothesis space is identical with the objective world.
“In other words, in the standard Bayesian framework for vision, the observer's hypothesis space is implicitly assumed to be identical with the objective world.”
Quote in the paperSubstantial claim - Interpretationreasoning
Fitness is the key signal that perceptual channels are tuned to communicate.
“Fitness is in fact the key signal that the perceptual channels are tuned to communicate.”
Quote in the paperSubstantial claim - Interpretationreasoning
In CEP, evolution tunes the perceptual channel P_X, including the representational space X itself, to increase expected-fitness payout to the organism.
“Fitness of course plays a fundamental role in CEP, with the high-level idea being that evolution Btunes^the perceptual channel P X (including the representational space X itself) so as to increase the expected-fitness payout to the organism.”
Quote in the paperSubstantial claim - Interpretationcitation
CEP places the objective world W outside the Bayesian inferential apparatus.
“Importantly, it places the objective world W outside of the Bayesian inferential apparatus (Fig. 4b).”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationreasoning
Because organisms engage in many action classes, many specific fitness functions must be considered.
“Because organisms engage, of course, in a wide variety of action classes, and each action class is associated with its own specific fitness function f o, s, a :W→ℝ + , one must consider not just one but many such specific fitness functions.”
Quote in the paperSubstantial claim - Premisereasoning
Evolution seems to have employed both dedicated and general-purpose strategies for tuning perception to multiple fitness functions.
“There are, broadly speaking, two ways in which the above problem can be addressed-both of which evolution seems to have employed.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Once a likelihood map and prior distribution are specified on a space of interpretations, there is principled justification for using Bayes to make perceptual inferences.
“Hence, once a likelihood map and a prior distribution have been specified on a given space of possible interpretations (or scene hypotheses), there is principled justification for using Bayes to make perceptual inferences.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Assuming X equals W or is isomorphic to W is a form of naïve realism that makes it impossible to truly investigate the relation between perception and the objective world.
“This is a strong assumption-essentially a form of naïve realism-that makes it impossible to truly investigate the relation that holds between perception and the objective world.”
Quote in the paperSubstantial claim - Premisenone given
Evolution by natural selection applies not just to bodily traits but also to perceptual and cognitive traits.
“Instead, the argument is that evolution by natural selection, one of the best-confirmed theories of contemporary science, applies not just to bodily traits but also to perceptual and cognitive traits.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Adopting dedicated representations indiscriminately can lead to quickly proliferating representational spaces that become untenable.
“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 paperSubstantial claim - Premisereasoning
Because perception is fundamentally ambiguous, the likelihood is often equally high for many different scene interpretations.
“Given the fundamental ambiguity of perception noted above, the likelihood is often equally high for many different scene interpretations”
Quote in the paperSubstantial claim - Interpretationreasoning
More fundamentally, the standard Bayesian framework assumes that the observer's representational space X corresponds to objective, observer-independent reality.
“There is a more fundamental sense, however, in which the standard Bayesian framework assumes veridicality: it assumes that the hypothesis space X-the observer's representational space, which contains the possible scene interpretations from which it must select-corresponds to objective (i.e., observerindependent) reality.”
Quote in the paperSubstantial claim - Premisecitation
Bayes' theorem provides a provably optimal way to combine likelihood and prior information.
“Given the two probabilistic sources of information embodied in the likelihood and the prior, Bayes' Theorem provides a provably optimal way to combine them”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationreasoning
Optimizing a perceptual representation and channel for one specific fitness function does not guarantee that it will be optimized for other fitness functions.
“However-importantly-optimizing (in the ideal case) a perceptual representation and channel to maximize the expected-fitness payout for one specific fitness function does not guarantee that this representation and channel will be optimized for other fitness functions (associated with other action classes).”
Quote in the paperSubstantial claim - Interpretationreasoning
Taking our perceptions seriously does not entail taking them literally.
“But taking our perceptions seriously doesn't entail that we must take them literally.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Perception is about having kids, not seeing truth.
“Quite simply, perception is about having kids, not seeing truth.”
Quote in the paperSubstantial claim - Interpretationreasoning
The standard Bayesian framework embodies the assumption that vision has evolved to perceive veridically.
“It is in this more fundamental sense that the standard Bayesian framework embodies the assumption that vision has evolved to perceive veridically.”
Quote in the paperSubstantial claim - Interpretationreasoning
For a perceptual strategy, the ticket to the next generation, other than dumb luck, is reproductive success.
“This entails that, for a perceptual strategy, the ticket to the next generation, indeed the only ticket other than dumb luck, is reproductive success.”
Quote in the paperSubstantial claim - Interpretationreasoning
Given that Mark's simulation explored only 2048 perceptual strategies, it is likely that realist strategies were randomly tried and discarded during the 500 generations.
“Given that Mark's simulation explored a space containing only 2048 perceptual strategies, it's likely that realist strategies were randomly tried and discarded during the 500 generations of evolution.”
Quote in the paperSubstantial claim - Interpretationreasoning
It is not viable to assume that evolution is a ladder of progress leading perceptual systems to compute incrementally more objective properties of the world.
“Nor is it viable to assume that evolution is a Bladder of progress^that leads perceptual systems to compute incrementally more and more objective properties of the world.”
Quote in the paperSubstantial claim - Interpretationreasoning
No perceptions are veridical.
“No perceptions are veridical.”
Quote in the paperSubstantial claim - Interpretationreasoning
A general-purpose representation and channel can be tuned to increase expected-fitness payout for many specific fitness functions, but it is unlikely to be optimal for all of them.
“At the other end of the spectrum, one can imagine a single general-purpose representation/channel being Btuned^to increase simultaneously expected-fitness payout for a large number of specific fitness functions (associated with different action classes).In this case, it is unlikely that the perceptual channel can be tuned optimally for all of those specific fitness functions.”
Quote in the paperSubstantial claim - Premisenone given
In biological evolution, perceptual representations themselves evolve.
“However, in biological evolution, it is clear that perceptual representations themselves evolve.”
Quote in the paperNot a substantial claim - Interpretationreasoning
In CEP, the prior distribution on X used for Bayesian inference from Y to X is the pushdown measure from W via the perceptual channel P_X, not a world prior.
“One implication of this is that the prior probability distribution on X, used in making Bayesian inferences from Y to X, is not the Bworld prior^in our framework, but rather its pushdown probability measure-via the perceptual channel P X -onto the representational space X.”
Quote in the paperSubstantial claim- 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.
- Interpretationreasoning
A sharp dichotomy between the visual systems of simpler organisms and human vision is implausible.
“Such a sharp dichotomy between the visual systems of Bsimpler^organisms on the one hand, and human vision on the other, seems implausible.”
Quote in the paperSubstantial claim- Rests on an assumption: Human evolution was governed by the same laws as the evolution of other species.
- Interpretationreasoning
The tuning of a perceptual channel depends critically on the specific fitness function.
“The above example clarifies that the notion of Btuning^a perceptual channel depends critically on the specific fitness function.”
Quote in the paperSubstantial claim - Interpretationreasoning
If a representational space X has little relevant structure, even an optimally tuned perceptual channel may carry limited information about expected fitness.
“If a representational space X has little relevant structure (say), even with the perceptual channel P X tuned optimally (i.e., to maximize expected-fitness payout), the amount of information carried about expected fitness may still be quite limited.”
Quote in the paperSubstantial claim - Interpretationreasoning
Natural selection tunes perception to payoffs, not to truth.
“The key insight from these evolutionary games is this: Natural selection tunes perception to payoffs, not to truth.”
Quote in the paperSubstantial claim - Interpretationreasoning
A framework that assumes X equals W or is isomorphic to W cannot capture the evolution of representational spaces.
“Thus a framework that simply assumes that X = W, or X is isomorphic to W, will (by definition) be unable to capture this evolution.”
Quote in the paperSubstantial claim - Interpretationnone given
The basic claim of Interface Theory is that representational spaces need not be isomorphic or homomorphic to the objective world W or a subset of W.
“The basic claim of Interface Theory is that our representational spaces need not be isomorphic or homomorphic to the objective world W (or to a subset of W).”
Quote in the paperNot a substantial claim - Premisecitation
Visual systems that do not compute objective properties of the world can nevertheless serve their owners well enough for survival.
“Marr was acknowledging that visual systems that do not compute objective properties of the world can nevertheless serve their owners well enough for them to survive.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Marr (1982)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
These robots evolved a strict interface strategy tuned to payoffs rather than truths.
“These robots have evolved a strict interface strategy, tuned to payoffs rather than truths.”
Quote in the paperSubstantial claim - Interpretationreasoning
The standard Bayesian framework for vision makes key assumptions that make it much too limiting.
“However, as we clarify below, the standard Bayesian framework for vision makes certain key assumptions that make it much too limiting.”
Quote in the paperSubstantial claim - Interpretationreasoning
If specific fitness functions are sufficiently similar, a general-purpose channel can increase expected-fitness payout sufficiently to be feasible, especially by avoiding the costs of multiple representational spaces.
“However, if the specific fitness functions are sufficiently similar, it is certainly possible that the general-purpose channel can increase expected-fitness payout sufficiently to make this strategy feasible-especially because doing so avoids the Bcosts^associated with producing multiple representational spaces.”
Quote in the paperNot a substantial claim - Interpretationreasoning
A Bayesian observer cannot always make veridical inferences because perception is inherently inductive.
“Clearly, it is not the case that a Bayesian observer always makes veridical inferences.Given the inherently inductive nature of the problem, that would be impossible.”
Quote in the paperSubstantial claim - Interpretationreasoning
The interface theory of perception proposes that the perceptual strategies of H. sapiens and all organisms are, generically, strict interface strategies.
“Formally, the interface theory of perception proposes that the perceptual strategies of H. sapiens and, indeed, of all organisms are, generically, strict interface strategies.”
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.
- Interpretationreasoning
The standard Bayesian framework for vision essentially assumes that X equals W or is isomorphic to W.
“When viewed in light of our earlier discussion on possible relationships between X and W (recall the section on Perceptual Strategies), it becomes clear that the standard Bayesian framework for vision essentially assumes that X = W (or that X is isomorphic to W).”
Quote in the paperSubstantial claim - Interpretationreasoning
The standard Bayesian framework assumes that the representation space X contains somewhere a true description of the world, even if any given estimate is wrong.
“Even if the observer's estimate might happen to miss the Bcorrect^ interpretation in any given instance, the assumption is nevertheless that the representation space X contains somewhere within it a true description of the world.”
Quote in the paperSubstantial claim - Interpretationreasoning
Given a specific fitness function, evolution shapes a source message about fitness and a channel to communicate it so as to hill-climb toward greater expected-fitness payout.
“Given a specific fitness function f o,s,a , evolution shapes a source message about fitness and a channel to communicate that message, in such a way so as to hill-climb toward greater expected-fitness payout for the organism.”
Quote in the paperSubstantial claim - Interpretationreasoning
Thus, it is almost certain that our perceptions have not been shaped to be veridical.
“Thus, it is almost certain that our perceptions have not been shaped to be veridical.”
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.
- Interpretationnone given
Dedicated perceptual representations allow high expected-fitness payout for the specific fitness function associated with a particular action class.
“The first is to evolve distinct perceptual representations that are dedicated to different types of tasks or actions.In this case, each dedicated representation/channel allows for high expected-fitness payout for the specific fitness function associated with a particular action class.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Evolution has shaped our perceptions to be, in the normal case, adequate guides for adaptive behaviors.
“Instead, it has shaped our perceptions to be, in the normal case, adequate guides for adaptive behaviors.”
Quote in the paperSubstantial claim - Interpretationreasoning
The right view is that selection shapes perception for adaptive guidance.
“The correct claim is that selection shapes perceptions to guide adaptive behavior.”
Quote in the paperSubstantial claim - Interpretationreasoning
On evolutionary grounds, the interface theory holds that no perception should be expected to be veridical.
“The interface theory of perception claims, on evolutionary grounds, that we should expect none of our perceptions to be veridical.”
Quote in the paperSubstantial claim - Interpretationreasoning
The logic of adjusting the decision kernel to enhance fitness applies both phylogenetically and ontogenetically.
“note that this logic applies both phylogenetically and ontogenetically.”
Quote in the paperNot a substantial claim - Premisereasoning
The spatial predicates used in measurement have no correspondence with objective reality, according to evolutionary game results.
“It is these very predicates themselves that, according to the results of the evolutionary games, have no correspondence with objective reality.”
Quote in the paperSubstantial claim - Interpretationreasoning
The theorem requires only that the observer's worldly actions return faithfully as a group action on itself through perception, making actions and perceived symmetries compatible.
“All that is required is that the observer's action on the world faithfully flows back to a groupaction on itself via its own perceptions: the observer's actions and its own perceived symmetries are compatible.”
Quote in the paperSubstantial claim- Rests on an assumption: There is an objective world W with states that exists independently of observers.
- Interpretationreasoning
Observers may agree even when their perceptions and measurements are all nonveridical in a common manner.
“Agreement can occur if, for instance, the perceptions and measurements of observers are all nonveridical in the same way.”
Quote in the paperSubstantial claim - Premisecitation
Even at close distances, perceptions differ from careful measurements.
“Even at close distances our perceptions differ from our careful measurements (Kappers 1999;Cuijpers et al. 2003;Koenderink et al. 2010;Pont et al. 2012)”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
The world is not required to match the structure an observer perceives, however complex it is or however regularly it changes with action.
“The world need not have the structure the observer perceives, no matter how complex that structure is and no matter how predictably and systematically that structure transforms as the observer acts.”
Quote in the paperSubstantial claim- Rests on an assumption: There is an objective world W with states that exists independently of observers.
- Interpretationreasoning
The theorem overturns the intuition that the rich structure of experience and its regular transformations must disclose the objective world's true structure.
“The Invention of Symmetry Theorem shows that our intuitions here are completely wrong.”
Quote in the paperSubstantial claim - Interpretationreasoning
Shared agreement between observers does not prove that their perceptions or measurements are veridical.
“agreement among observers does not entail the veridicality of their perceptions or measurements.”
Quote in the paperSubstantial claim - Interpretationreasoning
Measurement is framed using the same predicates that appear in perceptual representation.
“We express our measurements in terms of predicates that our perceptual representations use.”
Quote in the paperSubstantial claim - Interpretationreasoning
The Necker cube is illusory under the interface theory because it fails to guide adaptive behavior: it invites behaviors or categorizations that do not work.
“The interface theory says that what we see is illusory, because it fails to guide adaptive behavior: we see a 3D shape that we normally could grasp (or avoid, etc.) but here cannot, and we see flips in depth that normally require a change in grasp but here do not.”
- Also stated in: § Illusion and hallucination · plain
“our perception is illusory because it invites us to initiate behaviors or make categorizations that don't work.”
Quote in the paperSubstantial claim - Also stated in: § Illusion and hallucination · plain
- Interpretationnone given
Having a perceptual experience does not require motor movements.
“In our view, having a perceptual experience does not require motor movements.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Action plays a crucial role in the evolution of perceptual representations because fitness depends on the actions of an organism.
“Action plays a crucial role in the evolution of perceptual representations because fitness, to which perceptual channels are tuned, depends on the actions of an organism.”
Quote in the paperSubstantial claim - Interpretationreasoning
A low-blood-sugar animal needing fast carbohydrates could be led to eat unsuitable foods.
“An animal with low blood sugar, for instance, that needed quick carbs, would eat the wrong foods.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The interface theory calls miraculin's sweet taste illusory because it fails to guide adaptive behavior.
“It simply says that the sweet taste induced by miraculin is illusory, because it does not guide adaptive behaviors.”
Quote in the paperSubstantial claim - Interpretationreasoning
The observer can know the perceptual consequences of its actions via P back in X.
“the observer does know the perceptual consequences of those effects, i.e., the results those effects have, via perceptual channel P, back in its perceptual representation X.”
Quote in the paperSubstantial claim - Interpretationreasoning
Natural selection favors predicates tuned to fitness functions.
“Natural selection instead favors predicates tuned to fitness functions.”
Quote in the paperSubstantial claim - Interpretationreasoning
Russell's argument that viewpoint-invariant aspects of perception are veridical also fails, for a deeper reason.
“This argument also fails, but the reason is deeper.”
Quote in the paperSubstantial claim - Premisenone given
Successful interaction with the world requires at least that an organism can predict how its perceptions will change when it acts.
“Successful interaction with the world requires, at least, that an organism be able to predict how its perceptions will change when it acts.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Russell's claim that a feature of perception invariant under group actions can be taken as veridical is false.
“This claim is false.”
Quote in the paperSubstantial claim - Interpretationreasoning
Should either prediction fail, the interface theory fails.
“If either proves false, then the interface theory is false.”
Quote in the paperSubstantial claim - Interpretationreasoning
Scientific method is not so brittle that it collapses when P is not a simple isomorphism.
“The methodology of science is not so fragile that it fails entirely if P happens not to be some simple function, such as an isomorphism.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Because perceptual channels are tuned to communicate expected fitness, there is likely a coupling between the evolution of perceptual channels and representations and the actions they inform.
“Because perceptual channels are tuned to efficiently communicate information about expected fitness, one can expect a coupling between the evolution of perceptual channels/ representations and the actions they inform.”
Quote in the paperSubstantial claim - Interpretationreasoning
Utilitarian theory is naïve realist, not an interface theory.
“The utilitarian theory is a naïve realist theory, not an interface theory.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The theorem implies that perceptual experience may be richly structured-say, locally Euclidean in 3D and predictably changing with action-without revealing anything about the objective world's structure.
“An observer's perceptual experiences can have a rich structure, e.g., a 3D structure that is locally Euclidean, and that transforms predictably and systematically as the observer acts, but this entails absolutely nothing about the structure of the objective world.”
Quote in the paperSubstantial claim - Premisecitation
Perceptions of space and time admit systematic extension through symmetry groups, including Euclidean, Galilean, Lorentz, Poincare, and supersymmetry groups.
“Our perceptions of space and time can be extended systematically using symmetry groups, e.g., Euclidean, Galilean, Lorentz, Poincare and supersymmetry groups (Cornwell 1997).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cornwell 1997
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
It is possible to interact with a fundamentally unknown world if there are stable perceptual channels, regularity in the consequences of actions, and coherent links between perceptions and actions.
“In other words, it is possible to interact with a fundamentally unknown world if (1) there are stable perceptual channels; (2) there is a regularity in the consequences of our actions in the objective world; and (3) these perceptions and actions are coherently linked.”
Quote in the paperSubstantial claim - Interpretationreasoning
Science is not threatened by the interface theory.
“The interface theory poses no problem for science.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Knowing AP and DAP allows the observer to interact with W despite being fundamentally ignorant of it.
“This is what allows the observer to interact with W, even though it is in a fundamental sense ignorant of it.”
Quote in the paperSubstantial claim- Rests on an assumption: There is an objective world W with states that exists independently of observers.
- Interpretationreasoning
Perceptual properties are representations shaped by natural selection to guide adaptive behavior.
“They are simply perceptual representations that have been shaped by natural selection to guide adaptive behavior.”
Quote in the paperSubstantial claim - Premisecitation
For over an hour after consuming these berries, sour things taste sweet.
“For more than an hour after eating these berries, sour substances taste sweet.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Koizumi et al. 2011 source
- Interpretationreasoning
Different action classes correspond to different expected fitnesses.
“Thus different action classes correspond to different expected fitnesses.”
Quote in the paperSubstantial claim - Interpretationreasoning
Agreement among observers entails nothing about reality.
“But that entails nothing about reality.”
Quote in the paperNot a substantial claim - Premiseown data
Evolutionary games are used to argue that selection does not favor veridical perception.
“We use evolutionary games to show that natural selection does not favor veridical perceptions.”
Quote in the paperSubstantial claim - Interpretationreasoning
The textbook theory errs fundamentally in saying selection makes perception true.
“The basic mistake of the textbook theory is its claim that selection shapes perceptions to be true.”
Quote in the paperSubstantial claim - Interpretationreasoning
Even with a nonveridical P:W→X, a theory that assigns structure to W can still yield expected measurement results in X.
“If our theory attributes some structure to the world W, and posits some functional relation P:W→X between the world and our perceptions that is not veridical, we can still deduce from W and P what measurement results we should expect to find in X.”
Quote in the paperSubstantial claim- Rests on an assumption: There is an objective world W with states that exists independently of observers.
- Interpretationreasoning
Selection would tend to produce exactly this unusual division of the world.
“Then selection pressures would tend to shape precisely this strange carving of the world.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Depth measurement, no less than depth perception, is stated in spatial terms.
“A measurement of depth, for instance, like our perception of depth, is described using spatial predicates (e.g., using centimeters or relative distances).”
Quote in the paperSubstantial claim - Interpretationreasoning
The objective world might possess none of the symmetries detected by an observer.
“the world itself may not share any of the symmetries that the observer observes.”
Quote in the paperSubstantial claim- Rests on an assumption: There is an objective world W with states that exists independently of observers.
- Interpretationreasoning
The textbook view that illusions are departures from truth must be wrong.
“This entails that the textbook theory of illusions as departures from truth can't be right.”
Quote in the paperSubstantial claim - Interpretationreasoning
By testing actions and noting what it then perceives, the observer can tune the kernel that selects actions so that the perceived outcomes of those actions tend to raise fitness.
“By trying various actions, and observing their perceptual consequences, it can tweak its decision kernel (the one that picks actions) so that the resulting perceptual consequences of its actions more consistently enhance fitness”
Quote in the paperSubstantial claim - Interpretationreasoning
Shifts in viewpoint or reference frame can be represented by group actions on the extended space-time.
“Changes in an observer's viewpoint or frame of reference can then be modeled by actions of these groups (e.g., translations and rotations) on the appropriately extended space-time.”
Quote in the paperSubstantial claim - Interpretationreasoning
The world as measured is a continuation of how we perceptually represent it.
“In this sense, our measured world is simply an extension of our perceptual representations.”
Quote in the paperNot a substantial claim - Interpretationnone given
Evolutionary fitness cannot be incorporated into the standard Bayesian framework for vision simply by identifying it with the loss function of Bayesian Decision Theory.
“For this reason, evolutionary fitness cannot be incorporated into the standard Bayesian framework for vision simply by identifying it with the loss function of Bayesian Decision Theory.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The interface theory does not deny that there is an objective reality that exists even if not perceived by a specific observer.
“The interface theory denies that there are public physical objects, but it does not deny that there is an objective reality that exists even if not perceived by a specific observer.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The interface theory does not entail idealism.
“In particular, in addition to not entailing the existence of sense data, the interface theory does not entail idealism.”
Quote in the paperNot a substantial claim - Premisecitation
Like Coates, the authors take phenomenal qualities to carry information about the environment that normally triggers them.
“Also like Coates, we take phenomenal qualities to carry information about the environment that normally triggers them.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Coates (2007) source
- Interpretationreasoning
The human assumption that public physical objects exist is an adaptive fiction shaped by natural selection because it helps in practical survival and reproduction.
“This assumption is an adaptive fiction shaped by natural selection, because it's helpful in the practical endeavors required to survive and reproduce.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Both people represent their interaction with a species-specific set of experiences that they call a car.
“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 paperSubstantial claim - Interpretationreasoning
Evolution has shaped us to believe early that objects persist unperceived and possess causal powers.
“We have been shaped by evolution to believe early on that objects exist unperceived and have causal powers.”
Quote in the paperNot a substantial claim - Interpretationreasoning
My experience of objective reality as a car is a species-specific description shaped by natural selection to guide adaptive behaviors.
“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 - Interpretationreasoning
That assumption is the reason for the failure of all such theories to solve the mind-body problem.
“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 - Interpretationcitation
Sense data conflict with contemporary vision science theory and evidence.
“Sense data also run afoul of current theory and empirical data in vision science.”
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.
- Interpretationreasoning
Knowing where in space-time to rendezvous does not entail any knowledge of objective reality.
“Similarly, knowing where in space-time to rendezvous with you does not entail any knowledge of objective reality; indeed it does not even entail that space-time itself is an aspect of objective reality (as we proved above in the Invention of Space-Time Theorem).”
Quote in the paperNot a substantial claim - Interpretationnone given
The authors take phenomenal qualities to carry information about fitness and the fitness consequences of possible actions.
“However, whereas Coates takes this information to be about mind-independent physical objects, we take it to be information about fitness and the fitness consequences of possible actions; 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 paperSubstantial claim - Interpretationreasoning
A truth about the state of an interface is not ipso facto a truth about objective reality.
“However, a truth about the state of the interface is not ipso facto a truth about objective reality.”
Quote in the paperNot a substantial claim - Interpretationreasoning
My experience of objective reality as a car is not an insight into that 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 - Interpretationreasoning
An interface can be an accurate guide to behavior without being an accurate guide to the nature of objective reality.
“An interface can be an accurate guide to behavior without being an accurate guide to the nature of objective reality.”
Quote in the paperSubstantial claim - Interpretationreasoning
Knowing where in space-time to rendezvous does not entail that space-time itself is an aspect of objective reality.
“Similarly, knowing where in space-time to rendezvous with you does not entail any knowledge of objective reality; indeed it does not even entail that space-time itself is an aspect of objective reality (as we proved above in the Invention of Space-Time Theorem).”
Quote in the paperNot a substantial claim - Interpretationreasoning
The interface theory predicts that such beliefs are adaptive fictions.
“The interface theory predicts that these beliefs are adaptive fictions.”
Quote in the paperSubstantial claim - Interpretationreasoning
Knowing that an icon is in the center of the desktop does not entail that the file itself is in the center of the computer.
“Knowing that the icon is in the center of the desktop does not entail that the file itself is in the center of the computer.”
Quote in the paperSubstantial claim - Interpretationreasoning
This fiction becomes an impediment in scientific endeavors such as solving the mind-body problem.
“This fiction becomes an impediment when we turn to scientific endeavors, such as solving the mind-body problem.”
Quote in the paperSubstantial claim - Interpretationnone given
The interface theory denies that there are public physical objects.
“The interface theory denies that there are public physical objects, but it does not deny that there is an objective reality that exists even if not perceived by a specific observer.”
Quote in the paperSubstantial claim - Interpretationreasoning
These intuitions arise from evolutionary pressures for successful worldly interaction.
“Our intuitions here are the result of evolutionary pressures to interact successfully with the world, e.g., tracking objects behind occluders and predicting where they're likely to reappear.”
Quote in the paperSubstantial claim - Interpretationreasoning
The mind-independent world almost surely does not consist of physical objects in space-time that are the targets of intentional content proposed by Coates.
“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 paperSubstantial claim0 of 1 sources checked- cites Coates (2007) 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.
PremisecitationOn 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.
FindingreasoningIn 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- Also stated in: § Evolutionary games · plain
May combine two claims.
FindingreasoningIn 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- Also stated in: § Evolutionary games · plain
May combine two claims.
Findingown dataThe 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 claimMay combine two claims.
FindingreasoningA 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenEven 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenIf 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 claimProbably not a substantial claim: may not pass S4 (based).
Findingnone givenWhat 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningMy 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataIn 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenExample 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
FindingreasoningIn 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenIn 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingreasoningIn 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningYour 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 claimClassified as probably not a substantial claim.
PremisecitationMathematical 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 checkedProbably not a substantial claim: may not pass S2 (checkable).
PremisereasoningOne 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 claimMay combine two claims.
InterpretationreasoningPerceptual 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 claimClassified as probably not a substantial claim.
PremisecitationMost 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.
- Also stated in: § Introduction · boosted
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEvolutionary 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 checkedProbably not a substantial claim: may not pass S2 (checkable).
Study design and conductreasoningA 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 claimMay combine two claims.
PremisereasoningNonlinear 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 claimClassified as probably not a substantial claim. May combine two claims.
Premisenone givenIn 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 claimMay combine two claims.
PremisereasoningFitness 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- Also stated in: § Interface theory of perception · plain
May combine two claims.
InterpretationreasoningOne 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 claimMay combine two claims.
InterpretationreasoningIt 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 claimThe quote only partly states this claim.
InterpretationreasoningWhen 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone givenIn 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenAn 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 claimMay combine two claims.
InterpretationreasoningOur 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 claimMay combine two claims.
InterpretationreasoningThe 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 claimMay combine two claims.
PremisereasoningPayoffs 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 claimMay combine two claims.
InterpretationreasoningIt 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 claimMay combine two claims.
InterpretationreasoningIn 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 claimMay combine two claims.
InterpretationreasoningWe 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 claimMay combine two claims.
InterpretationreasoningReproductive 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenThe 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 claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningCEP 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 claimMay combine two claims.
InterpretationreasoningIt 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 claimMay combine two claims.
InterpretationreasoningIn 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 claimMay combine two claims.
InterpretationreasoningIn 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 claimMay combine two claims.
InterpretationreasoningThe 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.
InterpretationreasoningWe 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 claimMay combine two claims.
InterpretationcitationStudies 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 dataOur 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 givenThere 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 claimMay combine two claims.
InterpretationreasoningCEP 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 claimMay combine two claims.
InterpretationreasoningA 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 claimClassified as probably not a substantial claim.
Premisenone givenA 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 claimMay combine two claims.
InterpretationreasoningThe 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 claimMay combine two claims.
InterpretationreasoningIn 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 claimMay combine two claims.
InterpretationreasoningReproductive 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 claimMay combine two claims.
InterpretationreasoningTherefore, 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 claimMay combine two claims.
Interpretationown dataIt 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 claimMay combine two claims.
InterpretationreasoningG 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.
InterpretationreasoningThe 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 claimMay combine two claims.
Interpretationnone givenAn 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 claimClassified as probably not a substantial claim.
InterpretationreasoningIf 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 claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
InterpretationcitationA 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 givenGibson 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 claimMay combine two claims.
InterpretationreasoningWorldly 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.
InterpretationreasoningThat 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 claimMay combine two claims.
InterpretationreasoningThe 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 claimClassified as probably not a substantial claim. The quote only partly states this claim.
InterpretationreasoningAdding 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.
- Also stated in: § Perception-Decision-Action (PDA) loop · plain
May combine two claims.
PremisecitationGibson 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.
InterpretationreasoningFor 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 claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationKoenderink (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.
InterpretationreasoningFor 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 claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenOver 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 claimMay combine two claims.
InterpretationreasoningBoth the measured world argument and the consensus argument fail.
“Both arguments fail.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningAlthough 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.
- Also stated in: § Perception-Decision-Action (PDA) loop · plain
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningIf 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe 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.
- Also stated in: § Objection 6 · plain
Classified as probably not a substantial claim.
InterpretationreasoningA 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 givenEvidence for information processing is now overwhelming.
“Evidence for information processing is now overwhelming.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningInterface 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 claimMay combine two claims.
PremisecitationMuch 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).
InterpretationreasoningNonveridical 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 claimMay combine two claims.
InterpretationreasoningEuclidean 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 claimMay combine two claims.
InterpretationreasoningAn 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 givenThe 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 claimMay combine two claims.
InterpretationreasoningThe 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.
- Also stated in: § Objection 6 · plain
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningWe 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 claimMay combine two claims.
InterpretationreasoningThe 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 claimMay combine two claims.
Interpretationnone givenG'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.
InterpretationreasoningThe 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.
InterpretationreasoningSpatial 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 claimClassified as probably not a substantial claim.
PremisereasoningUnlike 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 claimMay combine two claims.
InterpretationreasoningSelection 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe 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.
InterpretationreasoningCurrent 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 claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe 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 claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenThere 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 claimClassified as probably not a substantial claim.
Premisenone givenIn 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone givenThe 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 claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenIn 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenThere 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThere is no public Porsche.
“But there is no public Porsche.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenBoth 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 claimMay combine two claims.
InterpretationcitationSense-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).
PremisecitationIf 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.
InterpretationreasoningThe 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 claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone givenWe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationThe 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.
PremisecitationObject 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 checkedMay combine two claims.
Interpretationnone givenThe 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 claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenIn 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 claimClassified as probably not a substantial claim.
Premisenone givenThe 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 claimMay combine two claims.
InterpretationreasoningObjective 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBy 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 checkedProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Premisenone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenWhat 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 claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningIf 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 claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone givenWhen 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
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.”
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
MinorRobby 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.
“What must be learned phylogenetically (i.e., over many generations of the genetic algorithm) is a foraging strategy that specifies which of the seven actions in G to take for each possible perception of the roughly 240 in X that Robby can have.”
“Surrounding the grid is a wall, which we can model as a perimeter of squares.Thus the world, call it W, that Robby inhabits can be represented as a 12 × 12 grid of squares.We denote the state of square (i, j) by W (i, j) and stipulate that its value is 0 if the square has no cans, 1 if it has one can, and 2 if it is a wall.”
The proposed truth-based colors do convey payoff information
MinorUnder 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.
“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)”
“He allows each square to have up to 10 cans, and stipulates the following payoff function: (0,1,3,6,9,10,9,6,3,1,0).”
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Minimal physicalism as a scale-free substrate for cognition and consciousness
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Unsupervised learning predicts human perception and misperception of gloss
Storrs, K. R., Anderson, B. L., & Fleming, R. W. (2021) · Nature Human Behaviour · doi:10.1038/s41562-021-01097-6 · Cited by 92 · see citing works
The simplicity principle in perception and cognition
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Self-citationMind, rationality, and cognition: An interdisciplinary debate
Nick Chater, A., Felin, T., Funder, D. C., Gigerenzer, G., Koenderink, J. J., Krueger, J. I., Noble, D., Nordli, S. A., Oaksford, M., Schwartz, B. N., et al. (2017) · Psychonomic Bulletin & Review · doi:10.3758/s13423-017-1333-5 · Cited by 80 · see citing works
Fitness Beats Truth in the Evolution of Perception
Prakash, C., Stephens, K. D., Hoffman, D. D., Singh, M., & Fields, C. (2021) · Acta Biotheoretica · doi:10.1007/s10441-020-09400-0 · Cited by 66 · see citing works
Self-citationConscious agent networks: Formal analysis and application to cognition
Fields, C., Hoffman, D. D., Prakash, C., & Singh, M. (2017) · Cognitive Systems Research · doi:10.1016/j.cogsys.2017.10.003 · Cited by 64 · see citing works
“3a) into the composition of a mapping P 1 from W to a space Y of ‘‘raw ” perceptual images with a map (labelled B in Hoffman et al., 2015, Fig.”
BackgroundInfluentialSelf-citationHow Do Living Systems Create Meaning?
Fields, C., & Levin, M. G. (2020) · Philosophies · doi:10.3390/philosophies5040036 · Cited by 57 · see citing works
Wagemans, J. P. (2018) · Wiley eBooks · doi:10.1002/9781119170174.epcn218 · Cited by 93 · see citing works
The Computational Origin of Representation
Piantadosi, S. T. (2020) · Minds and Machines · doi:10.1007/s11023-020-09540-9 · Cited by 62 · see citing works
Wahbeh, H., Radin, D. I., Cannard, C., & Arnaud Delorme, A. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.955594 · Cited by 58 · see citing works
Human V4 Activity Patterns Predict Behavioral Performance in Imagery of Object Color
Bannert, M. M., & Bartels, A. (2018) · Journal of Neuroscience · doi:10.1523/jneurosci.2307-17.2018 · Cited by 53 · see citing works
The Interface Theory of Perception
Hoffman, D. D. (2016) · Current Directions in Psychological Science · doi:10.1177/0963721416639702 · Cited by 51 · see citing works
Self-citationMotion perception as a model for perceptual aging
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Massimi, M., & McCoy, C. D. (2019) · Routledge eBooks · doi:10.4324/9781315145198 · Cited by 61 · see citing works
Prakash, C., Fields, C., Hoffman, D. D., Prentner, R., & Singh, M. (2020) · Entropy · doi:10.3390/e22050514 · Cited by 45 · see citing works
Self-citationKorman, D. Z. (2019) · Philosophy Compass · doi:10.1111/phc3.12638 · Cited by 47 · see citing works
Causal events enter awareness faster than non-causal events
Moors, P., Wagemans, J. P., & de‐Wit, L. (2017) · PeerJ · doi:10.7717/peerj.2932 · Cited by 43 · see citing works
Hyperspectral database of fruits and vegetables
Ennis, R., Schiller, F., Toscani, M., et al. (2018) · Journal of the Optical Society of America A · doi:10.1364/josaa.35.00b256 · Cited by 43 · see citing works
Consciousness and topologically structured phenomenal spaces
Prentner, R. (2019) · Consciousness and Cognition · doi:10.1016/j.concog.2019.02.002 · Cited by 39 · see citing works
Sensory perception relies on fitness-maximizing codes
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“Additionally, please note that the solutions provided in equations (11) and (12) are derived on the basis of maximizing the accurate choices and reward expectation, respectively, without any assumptions about maximizing information efficiency as a goal in itself.”
BackgroundInformation flow in context-dependent hierarchical Bayesian inference
Fields, C., & Glazebrook, J. F. (2020) · Journal of Experimental & Theoretical Artificial Intelligence · doi:10.1080/0952813x.2020.1836034 · Cited by 38 · see citing works
“They arise immediately, however, when the observer is separated from the world by a Markov Blanket (Clark, 2017; Friston, 2013) or, equivalently, an interface (Hoffman et al., 2015) that renders observations conditionally independent from the world, including the effects of actions.”
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“…but because the mapping is arbitrary there is no guaranteed way for the representation to have any content, let alone the right content (this problem has most recently been laid out in detail in the interface theory of perception; Hoffman, Singh, & Prakash, 2015; see also Wilson, 2018a).”
BackgroundThe Physical Meaning of the Holographic Principle
Fields, C., Glazebrook, J. F., & Marcianò, A. (2022) · Quanta · doi:10.12743/quanta.v11i1.206 · Cited by 37 · see citing works
Visual adaptation and the purpose of perception
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How the conception of control influences our understanding of actions
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Naturalizing Phenomenology: A Must Have?
Albertazzi, L. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01933 · Cited by 27 · see citing works
Mental distress through the prism of predictive processing theory
Van de Cruys, S., & Van Dessel, P. (2021) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2021.07.006 · Cited by 28 · see citing works
Modeling autopoiesis and cognition with reaction networks
Heylighen, F., & Busseniers, E. (2023) · Biosystems · doi:10.1016/j.biosystems.2023.104937 · Cited by 27 · see citing works
“According to his interface theory of perception (Hoffman, 2019; Hoffman et al., 2015), an apparently perceived object, such as a tomato or a stone, is rather like an icon on a computer desktop.”
BackgroundA Generative View of Rationality and Growing Awareness†
Felin, T., & Koenderink, J. J. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.807261 · Cited by 23 · see citing works
The free energy principle induces neuromorphic development
Fields, C., Friston, K. J., Glazebrook, J. F., Levin, M. G., & Marcianò, A. (2022) · Neuromorphic Computing and Engineering · doi:10.1088/2634-4386/aca7de · Cited by 29 · see citing works
“In the language of perceptual psychology, the MB functions as an “interface” [61] that encodes perceptions and actions.”
Hoffman, D. D., Prakash, C., & Prentner, R. (2023) · Entropy · doi:10.3390/e25010129 · Cited by 30 · see citing works
Self-citationFields, C., & Levin, M. G. (2022) · doi:10.31234/osf.io/87nzu · Cited by 22 · see citing works
A mosaic of Chu spaces and Channel Theory I: Category-theoretic concepts and tools
Fields, C., & Glazebrook, J. F. (2018) · Journal of Experimental & Theoretical Artificial Intelligence · doi:10.1080/0952813x.2018.1544282 · Cited by 24 · see citing works
Modelling serendipity in a computational contextPreprint
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Mortal Computation: A Foundation for Biomimetic IntelligencePreprint
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Debunking Arguments in Metaethics and Metaphysics
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Artificial Motivation for Cognitive Software Agents
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“Sophisticated agents, such as humans, process (make sense of) the input from such sampling in order to facilitate their action selection (Hoffman, Singh, & Prakash, 2015).”
BackgroundThe Interface Theory of Perception
Hoffman, D. D. (2018) · Wiley eBooks · doi:10.1002/9781119170174.epcn216 · Cited by 22 · see citing works
Self-citationRationality, preferences, and emotions with biological constraints: it all starts from our senses
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The Skewed View from Here: Normal Geometrical Misperception
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The Adaptive Markets Hypothesis
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Edwards, D. J. (2024) · Frontiers in Computational Neuroscience · doi:10.3389/fncom.2024.1395901 · Cited by 23 · see citing works
“…form of conscious agents (CAs) that project into the universe as a perceptual interface as internal states C intO that satisfy the definition of conditional independence (Hoffman and Prakash, 2014; Hoffman et al., 2015; Fields et al., 2018; Prakash, 2020; Prakash et al., 2020, 2021; Edwards, 2023).”
BackgroundResultPrincipled Limitations on Self-Representation for Generic Physical Systems
Fields, C., Glazebrook, J. F., & Levin, M. G. (2024) · Entropy · doi:10.3390/e26030194 · Cited by 22 · see citing works
“This can be expected to have consequences for recent models including the “inner screen” [107], “interface” [129], and “beast machine” [93] approaches, among others.”
BackgroundNature, Mind, and Medicine: A Model for Mind–Body Healing
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Is Consciousness First in Virtual Reality?
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“We next discuss the Interface Theory of Perception (Hoffman et al., 2015), and how it can be useful to explain how perception in VR works, and discuss some predictions of this theory that can be tested within VR.”
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“This mechanism has to be consistent from the intrinsic perspective of the agent, grounded in its sensorimotor experience, the only source of information it has access to Hoffman, Singh, and Prakash (2015) and Hohwy (2016).”
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Fields, C., & Glazebrook, J. F. (2018) · Journal of Experimental & Theoretical Artificial Intelligence · doi:10.1080/0952813x.2018.1544285 · Cited by 15 · see citing works
“See Churchland (2012) for a treatment of these ontological questions along realist lines that assumes object persistence as an ontological fact, and Hoffman, Singh, and Prakash (2015) for arguments that such realist assumptions are inconsistent with an evolutionary account of the architecture of…”
BackgroundThe influence of perceptual–motor variability on the perception of action boundaries for reaching.
Lin, L. P. Y., McLatchie, N. M., & Linkenauger, S. A. (2020) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/xhp0000724 · Cited by 15 · see citing works
Unsupervised learning predicts human perception and misperception of glossPreprint
Storrs, K. R., Anderson, B. L., & Fleming, R. W. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.04.07.026120 · Cited by 15 · see citing works
Preferences need inferences: Learning, valuation, and curiosity in aesthetic experiencePreprint
de Cruys, S. V., Bervoets, J., & Moors, A. (2021) · doi:10.31234/osf.io/zh6nt · Cited by 17 · see citing works
Shwedeh, F., Yas, N., Abdijabar, Z. G., et al. (2024) · Journal of Infrastructure Policy and Development · doi:10.24294/jipd.v8i8.6303 · Cited by 14 · see citing works
“Certain enterprises or concentrated callings, such banking, protection, exchanging, and medication, are likewise represented by extra guidelines well defined for that industry (Hoffman et al., 2015).”
BackgroundFields, C., Hoffman, D. D., Prakash, C., & Prentner, R. (2017) · Constructivist Foundations · Cited by 13 · see citing works
Self-citationExogenous attention intensifies perceived emotion expressions
Mishra, M., & Srinivasan, N. (2017) · Neuroscience of Consciousness · doi:10.1093/nc/nix022 · Cited by 13 · see citing works
Virtual Reality for Vision Science
Hibbard, P. B. (2023) · Current topics in behavioral neurosciences · doi:10.1007/7854_2023_416 · Cited by 13 · see citing works
Mausfeld, R. J. (2015) · Psychonomic Bulletin & Review · doi:10.3758/s13423-014-0763-6 · Cited by 12 · see citing works
Edwards, D. J. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1150743 · Cited by 12 · see citing works
“…potentially useful avenue for modeling the observer self, and avoiding self-referential paradoxes is Hoffman and colleagues’ (Hoffman et al., 2015; Hoffman, 2016) interface theory of perception (ITP), whereby perceptual systems provide an organism-specific user interface promoted by evolutionary…”
BackgroundQuantum-like Qualia hypothesis: from quantum cognition to quantum perception
Tsuchiya, N., Bruza, P., Yamada, M., Saigo, H., & Pothos, E. M. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1406459 · Cited by 19 · see citing works
“Just to name a few, “interface” in interface theory of consciousness (Hoffman et al., 2015, 2023; Prakash et al., 2020; Prentner, 2021), “background conditions” in the Integrated Information Theory of consciousness (Albantakis et al., 2022), “Markov blanket” in the free energy principle (Kirchhoff…”
Lupyan, G. (2017) · Philosophical Topics · doi:10.5840/philtopics20174515 · Cited by 12 · see citing works
Felin, T., Felin, M., Krueger, J. I., et al. (2019) · Perception · doi:10.1177/0301006618822217 · Cited by 11 · see citing works
Neural codes in early sensory areas maximize fitnessPreprint
Schaffner, J., Tobler, P. N., Hare, T. A., & Polanía, R. H. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.05.10.443388 · Cited by 11 · see citing works
“The corroborating evidence presented in our work grounded on the principles of neural coding and decision behaviour should help to advance the development and refinement of these theories within economics and related disciplines of evolutionary biology and social sciences (36–38).”
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Distorted distance perception to reachable points in people with chronic shoulder pain
Alaiti, R. K., Harvie, D. S., Gasparin, J. T., de Sousa, M. F., Pompeu, J. E., Madden, V. J., Hunziker, M. H. L., & Costa, M. F. (2019) · Musculoskeletal Science and Practice · doi:10.1016/j.msksp.2019.04.015 · Cited by 10 · see citing works
Kordeš, U., & Demšar, E. (2019) · Foundations of Science · doi:10.1007/s10699-019-09638-z · Cited by 8 · see citing works
Qu, Z., Lu, Y., Jiang, Z., Bassett, E. M., & Tan, T. (2018) · Sustainability · doi:10.3390/su10093056 · Cited by 10 · see citing works
On Invention of Structure in the World: Interfaces and Conscious Agents
Prakash, C. (2019) · Foundations of Science · doi:10.1007/s10699-019-09579-7 · Cited by 10 · see citing works
“This result motivates a discussion of the interface theory of perception (Hoffman 2009; Hoffman et al. 2015), which recognises that perceptions do not necessarily represent an objective reality but have evolved to lie in an interface with reality; one that may bear little or no resemblance to that…”
BackgroundResultSelf-citationUn-debunking Ordinary Objects with the Help of Predictive Processing
Gładziejewski, P. (2021) · The British Journal for the Philosophy of Science · doi:10.1086/715105 · Cited by 9 · see citing works
The Search Function and Evolutionary Novelty
Felin, T., & Kauffman, S. A. (2019) · Oxford University Press eBooks · doi:10.1093/oso/9780198837091.003.0007 · Cited by 10 · see citing works
Aguboshim, F. C., Ezeasomba, I. N., & Ezeife, J. E. (2019) · Journal of information engineering and applications · doi:10.7176/jiea/9-5-02 · Cited by 9 · see citing works
Berke, M., Walter‐Terrill, R., Jara‐Ettinger, J., & Scholl, B. J. (2022) · Cognitive Science · doi:10.1111/cogs.13195 · Cited by 9 · see citing works
The Perception of Operational Sex Ratios by Voice
Neuhoff, J. G. (2017) · Scientific Reports · doi:10.1038/s41598-017-18182-4 · Cited by 10 · see citing works
Naïve Realism, the Slightest Philosophy, and the Slightest Science
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Hierarchical consciousness: the Nested Observer Windows model
Riddle, J., & Schooler, J. W. (2024) · Neuroscience of Consciousness · doi:10.1093/nc/niae010 · Cited by 8 · see citing works
“This framing is similar to Donald Hoffman’s interface theory of perception, in which subjective experience is akin to a user interface (D. D. Hoffman et al. 2015), but in the NOW Model this interface is abstracted through the nested hierarchy.”
MethodFields, C. (2018) · Philosophies · doi:10.3390/philosophies3040029 · Cited by 12 · see citing works
Usefulness Drives Representations to Truth
Martínez, M. (2019) · Grazer Philosophische Studien · doi:10.1163/18756735-09603004 · Cited by 8 · see citing works
On Bayesian Simplicity in Human Visual Perceptual Organization
van der Helm, P. A. (2017) · Perception · doi:10.1177/0301006617719604 · Cited by 7 · see citing works
The structural basis of age-related decline in global motion perception at fast and slow speeds
Yan, S., Chen, J., Yin, X., Zhu, Z., Liang, Z., Jin, H., Li, H., Yin, J., Jiang, Y., & Xia, Y. (2023) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2023.108507 · Cited by 7 · see citing works
The myth of optimality in human movement science
Mangalam, M. (2025) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2025.106352 · Cited by 9 · see citing works
Bayesian inference and “truth”: a comment on Hoffman, Singh, and Prakash
Feldman, J. (2015) · Psychonomic Bulletin & Review · doi:10.3758/s13423-014-0795-y · Cited by 7 · see citing works
Task Construal Influences Estimations of the Environment
Keric, V., & Sebanz, N. (2021) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2021.625193 · Cited by 7 · see citing works
Life, Death, and Other Inconvenient Truths
Edelman, S. (2020) · The MIT Press eBooks · doi:10.7551/mitpress/12282.001.0001 · Cited by 7 · see citing works
Greenery as an Element of Imageability in Window Views
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What Are the "True" Statistics of the Environment?
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Koenderink, J. J., van Doorn, A. J., & Wagemans, J. P. (2018) · Annual Review of Vision Science · doi:10.1146/annurev-vision-091517-034250 · Cited by 7 · see citing works
Chemistry, context and the objects of thought
Prentner, R. (2017) · Foundations of Chemistry · doi:10.1007/s10698-017-9273-8 · Cited by 5 · see citing works
- 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
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- 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.
What counts as a claim ›How we measure confidence ›How we check this ›
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