Saturday, February 6, 2021

Jacob Feldman, Bayesian inference and “truth”: a comment on Hoffman, Singh, and Prakash.

   

Jacob Feldman:  “On that narrow question, it seems to me that Hoffman et al.’s position cannot be disputed: evolution favors fitness, not truth, beauty, or anything else except insofar as it is correlated with fitness. 

This is literally tautological in the context of Darwinian evolution, as it is essentially a restatement of what is meant by “fitness”—that which is favored by adaptive pressure. …”


Jacob Feldman,  Professor of Psychology and Cognitive Science at Rutgers, focuses on Hoffman's “truth,” and it sure seems like he's agreeing with my layperson assessment that Hoffman's "truth" in ITP is a deception.  I encourage you to see if you agree with my assessment of Feldman's short paper “Bayesian inference and “truth”: a comment on Hoffman, Singh, and Prakash,” the original comes in at 1800 words, and here I’ve trimmed it to 500 words worth of highlights that I hope encourage you to read Professor Heldman's entire paper.


Bayesian inference and “truth”: a comment on Hoffman, Singh, and Prakash

volume 22, pages 1523–1525 (2015),  September 18, 2015



Abstract

Hoffman, Singh, and Prakash (in press) argue that veridicality is neither required nor achieved by the visual system, and propose a new framework in which the literal truth of perceptual inferences plays no role. In this brief comment, I concur with and advocate their basic position, though I go on to argue that Bayesian inference already embodies a similar epistemological stance.

That “vision usually provides us with a veridical representation of the world” is a cliche so hoary that we vision scientists hardly stop to think about whether it is actually true. 

Hoffman et al. (in press) ask us to consider it a bit more carefully. Could such a truism actually be wrong?

It’s worse than wrong—it’s meaningless.

… Certainly, as Hoffman et al. would agree, the visual system does an exemplary job at resolving the ambiguity. But does it do so by giving us something true, or simply something useful? Or is this a distinction without a difference?


On that narrow question, it seems to me that Hoffman et al.’s position cannot be disputed: evolution favors fitness, not truth, beauty, or anything else except insofar as it is correlated with fitness. 

This is literally tautological in the context of Darwinian evolution, as it is essentially a restatement of what is meant by “fitness”—that which is favored by adaptive pressure. So Hoffman et al.’s basic conclusion is inescapable: evolution optimizes fitness, by definition.

The more difficult question is whether true beliefs tend to facilitate fitness. 

Hoffman et al. give somewhat short shrift to this question, setting up artificial games in which truth and fitness are decorrelated. The result—inevitably—is that fitness wins. Truth is irrelevant. …

Footnotes

1 … As scientists, we must ask whether the presumption of veridicality can be defended in more rigorous terms.

In my view, there is no scientific basis for it, and moreover it does not, by itself, really mean anything. To see why, notice that the idea of veridical perception hinges on a presupposition that perceptual judgments per se have truth values—that is, that they can literally match, or fail to match, real-world measurements. But what exactly does this mean?

2 … (see Feldman, 2014). The “truth” of the models (whatever that even means) never enters into it.

3 None of the hypotheses under consideration needs to be literally true for the process of Bayesian inference to be useful or coherent, … In other words, Bayesian inference does not require—nor, indeed, in any way involve—the literal truth of any hypotheses. All that is needed is that selection of hypotheses guide action “effectively.” And effectiveness, as Hoffman et al. argue, really means fitness. 

Veridicality is a red herring.


  • 1.
    ..evolutionary fitness is proportional to payoff, which Geisler and Diehl (2002) assume in their simulations.

    2.
    … see Feldman (2013).

    3.
    From Box and Tiao (1973) (p24): “The only realistic expectation from a statistical analysis is that the conclusions will provide a good enough approximation to the truth.” Good enough, that is, to guide action effectively.

(Link to the complete paper here.)

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Index

Cc’s Students’ Study Guide for The Case Against Reality


A critical review of, The Case Against Reality:  Why Evolution Hid The Truth From Our Eyes, by Donald Hoffman, ©2019, W.W.Norton Company



I intend to be a witness for a fact based DeepTime, 
Evolutionary perspective on our Human Mind ~ Physical Reality interface.

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(Titles are linked)



(1.01)  The Prelude, Prof Donald Hoffman Playing Basketball In Zero-Gravity

(1.02)  Chapter 10a, Community: Network of Conscious Agents (1/3)

(1.03)  Chapter 10b, Community: Network of Conscious Agents (2/3)

(1.04)  Chapter 10c, Community: Network of Hoffmanian Conscious Agents (3/3)


(1.05)  Chapter 1, Mystery: The Scalpel That Split Consciousness

(1.06)  Chapter 2, Beauty: Siren of the Gene

(1.07)  Chapter 3, Reality: Capers of the Unseen Sun

(1.08)  Chapter 4, Sensory: Fitness beats Truth

(1.09)  Chapter 5, Illusory: The Bluff of the Desktop

(1.10)  Chapter 6, Gravity: Spacetime is Doomed

(1.11)  Chapter 7, Virtuality: Inflating a Holoworld

(1.12)  Chapter 8, Polychromy: Mutations of an Interface

(1.13)  Chapter 9, Scrutiny: You Get What You Need, in Both Life and Business

(1.14)  Appendix,  Precisely: The Right to Be (Foolish)


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Hoffman/Prakash’s Objects of ConsciousnessObjections and Replies

Frontiers in Psychology - June 17, 2014


(2.01)  4/4_Hoffman, Objects of Consciousness,  (conclusion)

(2.02)  1/4_Hoffman, Objects of Consciousness, questions + replies (1-12)

(2.03)  2/4_Hoffman, Objects of Consciousness, questions + replies (13-17)

(2.04)  3/4_Hoffman, Objects of Consciousness, questions + replies (18-21)


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(3.01)  Diary - But, wait!  There's more.  Ten Learned Responses:


Probing the interface theory of perception: Reply to commentaries, by Donald D. Hoffman, Manish Singh & Chetan Prakash" 

Psychonomic Bulletin & Reviewvolume 22, pages1551–1576(2015)


Abstract

We propose that selection favors nonveridical perceptions that are tuned to fitness. Current textbooks assert, to the contrary, that perception is useful because, in the normal case, it is veridical. Intuition, both lay and expert, clearly sides with the textbooks. We thus expected that some commentators would reject our proposal and provide counterarguments that could stimulate a productive debate. … (HSP)


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(3.02)  Barton Anderson - Where does fitness fit in theories of perception? 

doi:10.3758/s13423-014-0748-5

(3.03)  Jonathan Cohen - Perceptual representation, veridicality, and the interface theory of perception. 

doi:10.3758/s13423-014-0782-3

(3.04)  Shimon Edelman - Varieties of perceptual truth and their possible evolutionary roots. 

doi:10.3758/s13423-014-0741-z

(3.05)  Jacob Feldman - Bayesian inference and “truth”: a comment on Hoffman, Singh, and Prakash. 

doi:10.3758/s13423-014-0795-y

(3.06)  Chris Fields -Reverse engineering the world: a commentary on Hoffman, Singh, and Prakash, “The interface theory of perception”. 

doi:10.3758/s13423-014-0742-y

(3.07)  Jan Koenderink - Esse est Percipi & Verum est Factum. 

doi:10.3758/s13423-014-0754-7

(3.08)  Rainer Mausfeld - Notions such as “truth” or “correspondence to the objective world” play no role in explanatory accounts of perception. 

doi:10.3758/s13423-014-0763-6

(3.09)  Brian P. McLaughlin and E. J. Green Are icons sense data

doi:10.3758/s13423-014-0780-5

(3.10)  Zygmunt Pizlo - Philosophizing cannot substitute for experimentation: comment on Hoffman, Singh & Prakash. 

doi:10.3758/s13423-014-0760-9

(3.11)  Matthew Schlesinger Interface theory of perception leaves me hungry for more. 

doi:10.3758/s13423-014-0776-


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Student Resources - Background info:


(4.01)  Rainer Mausfeld: ‘Truth’ has no role in explanatory accounts of perception.

(4.02)  Paul Mealing: considers Hoffman's "Objects of Consciousness.”

(4.03)  The Case For Reality: Because Apparently Someone Needs to Make One

(4.04)  Sabine Hossenfelder: in Defense of Scientific Realism and Physical Reality

(4.05)  "Emergence" - A Handy Summary and Resources

(4.06)  Physical Origins of Mind: Dr. SiegelAllen Institute Brain Science, Tononi, Koch.

(4.07)  Can you trust Frontiers in Psychology research papers?  Student Resource

(4.08)  Critical Thinking Skills - In Defense of Reality - A Student Resource

(4.09)  Philo+Sophia - Love of Wisdom - A Student Resource


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(5.01)    Summary, 

explaining why I've pursued this project.


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Dr. Mark Solms deftly demystifies Chalmers’ “Hard Problem” of Consciousness, while incidentally highlighting why Hoffman’s “Conscious Agents” are luftgeschäft. 


(6.01)  Dr. Mark Solms demystifies Chalmers' "Hard Problem" of Consciousness.

(6.02)  The Other Side of Mark Solms PhD, farmer, vintner, humanitarian.

(6.03)  Students’ Resource: A representative cross-section of Dr. Mark Solms' scientific publications.


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My homemade philosophical underpinnings.


(7.01)    An Alternative Philosophical Perspective - “Earth Centrism

(7.02)   Appreciating the Physical Reality ~ Human Mindscape divide

(7.03)   Being an element in Earth’s Pageant of Evolution

(7.04)   It’s not a “Body-Mind problem” it’s an “Ego-God problem.”



Feel free to copy and share

confrontingsciencecontrarians.blogspot.com

Email: citizenschallenge  gmail  com


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