Philosophy of Consciousness Quiz

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Questions and Answers

What does it mean for a system to be Turing complete?

  • It can perform any input/output function. (correct)
  • It can only simulate biological systems.
  • It can only process digital information.
  • It can only perform basic arithmetic calculations.

What is a key implication if only certain Turing complete systems (e.g., biological systems) can create consciousness?

  • It's easy to gather data to support this theory.
  • Behavioral data cannot be used to test this theory. (correct)
  • Consciousness can be defined by behavior.
  • All Turing complete systems will eventually become conscious.

In the context of the argument, what are 'inputs' referring to?

  • Complex mathematical calculations.
  • The internal state of a system.
  • External stimuli. (correct)
  • Internal thoughts and feelings.

When is an implementation considered 'epiphenomenal' with regards to the i/o function?

<p>When the being is entirely computational. (A)</p> Signup and view all the answers

If consciousness is epiphenomenal, what does this imply about consciousness in relation to the overt behavior of a being?

<p>It has no causal relationship to overt behavior. (B)</p> Signup and view all the answers

If two beings exhibit the exact same input/output function, but have different implementations, what does the provided text suggest regarding determining whether they are conscious or not?

<p>No behavior-based experiment can differentiate them in terms of consciousness. (D)</p> Signup and view all the answers

What is the central challenge in identifying consciousness when analyzing overt behaviors?

<p>Different internal states can result in identical overt behavior. (B)</p> Signup and view all the answers

What does an RN (reversed network) do?

<p>It produces the opposite behavior of the one we normally observe. (B)</p> Signup and view all the answers

According to the provided quote, what would be a consequence if mental states do not cause physical actions?

<p>It would invalidate nearly all beliefs about everything. (C)</p> Signup and view all the answers

What does the concept of 'changing the implementation while keeping the i/o function constant' refer to?

<p>Changing the way internal processes work without altering observable behavior or introspection. (B)</p> Signup and view all the answers

What does an FN (forward network) do?

<p>It produces the exact same behavior as the one we normally observe. (D)</p> Signup and view all the answers

In the context of the content, what does 'i' represent in the 'i/o' framework?

<p>External stimuli (C)</p> Signup and view all the answers

If masking reduces recurrent processing, what could a forward network (FN) do?

<p>It could increase recurrent processing while having the same input and output. (C)</p> Signup and view all the answers

If anaesthesia reduces recurrent processing (RP), what could be a possible outcome of an FN in this scenario?

<p>Anaesthesia would not affect RP or phi. (B)</p> Signup and view all the answers

What does 'o' represent in the 'i/o' framework?

<p>Overt behavior and introspection (B)</p> Signup and view all the answers

What does the statement 'I see a tree!' represent in the provided content?

<p>An example of overt behavior resulting from an external stimuli. (B)</p> Signup and view all the answers

If less phi/RP is detected during sleep, what could be a possible outcome of an RN in this scenario?

<p>Sleep would be associated with a high phi. (C)</p> Signup and view all the answers

What would be the result of implementing an input-output function with feedforward processing/low phi, if it was previously implemented with recurrent processing/high phi, in a human or monkey?

<p>The input-output of the subject would be unchanged. (D)</p> Signup and view all the answers

According to the content, what is the relationship between wanting, reaching, itching and scratching with regard to causality?

<p>Wanting is causally responsible for reaching, and itching is causally responsible for scratching. (A)</p> Signup and view all the answers

If the relationship between thoughts and actions described in the quote is not true, what would that indicate?

<p>That our understanding of the world is severely flawed. (D)</p> Signup and view all the answers

What can be said about functions that are independent of implementation?

<p>Their input-output relationship remains the same even with different implementations. (C)</p> Signup and view all the answers

In the provided content, which of the following represents an internal state?

<p>Feeling an itch (B)</p> Signup and view all the answers

What is the primary concern regarding the use of infinite loops in the context of the ideas presented?

<p>They may misrepresent biological processes and are not necessarily biologically relevant. (C)</p> Signup and view all the answers

In the auditory cortex implant example provided, what is the relationship between the input and the output of the spike trains?

<p>The implant takes the same collection of spike trains as inputs, and outputs the same collection of spike trains. (C)</p> Signup and view all the answers

According to the context, what is a key distinction between Turing completeness and universal function approximators?

<p>Turing completeness implies any function can be instantiated, while universal approximators do not. (C)</p> Signup and view all the answers

How is functionality defined in Integrated Information Theory (IIT), according to the content?

<p>Functionality is defined as the capacity to process sensory input and achieve a level of phi. (B)</p> Signup and view all the answers

How does the concept of input in the discussed argument relate to Global Workspace Theory?

<p>Sensory input is the entry point to the Global Workspace, similar to the discussion about the argument. (A)</p> Signup and view all the answers

What is a major criticism regarding the input and output (i/o) that has been identified in the paper, according to the content?

<p>The paper fails to define what exactly constitutes relevant input and output. (B)</p> Signup and view all the answers

According to the content, why is the focus on solely behavioral output criticized?

<p>Because internal experiences of consciousness are disregarded, despite their importance. (A)</p> Signup and view all the answers

What does Doerig et al.'s argument primarily equate as input in their model?

<p>External stimuli such as visual observation. (B)</p> Signup and view all the answers

What does Doerig et al.'s argument primarily consider as the output?

<p>Overt, observable behavior. (A)</p> Signup and view all the answers

According to the provided content, what happens to a system if the implementation changes while the input/output (i/o) function remains the same?

<p>The system's overt behavior will remain precisely the same under all circumstances. (C)</p> Signup and view all the answers

What conclusion is drawn if implementation equals experience, as described in the content?

<p>Consciousness is independent of behavior. (C)</p> Signup and view all the answers

Based on the content, why might the science of consciousness be considered impossible?

<p>Because measurements of behavior cannot detect changes of inner experience, if implementation is independent of behavior. (D)</p> Signup and view all the answers

What is the significance of Turing completeness in the context of the content?

<p>It suggests that an implementation can be swapped if the input and the output function remains the same. (C)</p> Signup and view all the answers

According to the content, what is specifically meant by a change in 'implementation'?

<p>Changing brain areas, such as the cortex, with an identical input/output function. (B)</p> Signup and view all the answers

What is an argument's central premise that leads to the conclusion that the science of consciousness is impossible?

<p>That implementation is entirely equivalent to experience, making experience independent from the behavior of a system. (B)</p> Signup and view all the answers

What is the role of measurements in the given argument about the science of consciousness?

<p>Measurements are deemed uninformative if differences in implementation have no influence on behavior, and implementation is linked to consciousness. (B)</p> Signup and view all the answers

According to the content, why is a closed infinite loop relevant to the discussion on recurrent and feedforward networks?

<p>It illustrates how RNs require minimal layers to establish an infinite loop while FNs do not. (A)</p> Signup and view all the answers

What is a core assumption of empirical science that is violated by implementationism?

<p>The capacity of healthy adults to ground their cognition and behavior in sensory data. (C)</p> Signup and view all the answers

What is the key argument regarding sensory experiences and their relation to beliefs and reports?

<p>All beliefs and reports are caused by the input/output function, but sensory experiences are epiphenomenal. (C)</p> Signup and view all the answers

What does it mean for sensory experiences to be 'epiphenomenal' in the context of this discussion?

<p>Sensory experiences exist, but have no effect on our thoughts or behavior. (D)</p> Signup and view all the answers

What is the implication of sensory experiences being decoupled from thoughts and behavior?

<p>It challenges the possibility of forming accurate beliefs about our own sensory experiences. (B)</p> Signup and view all the answers

Why would empirical science become impossible if sensory experiences have no causal impact on thoughts or behavior?

<p>Because scientific theories would not be based on empirical data or sensory experiences. (B)</p> Signup and view all the answers

What is meant by the phrase 'something has got to give' at the end of the text?

<p>There may need to be a compromise between implementationism and the assumption about empirical science. (B)</p> Signup and view all the answers

What is the main issue with invoking 'spooky experiences', according to the text?

<p>They lead to theories that cannot be empirically disproven. (A)</p> Signup and view all the answers

If spooky experiences are not allowed, what argument is made about Integrated Information Theory (IIT) and implementationist theories?

<p>They become incoherent or impossible to maintain. (B)</p> Signup and view all the answers

Flashcards

Reversing Brain Function

The brain can be modified to produce the opposite behavior of what is normally observed.

Functional Equivalence

It is possible to create a system that behaves exactly like the real brain, despite having a different underlying implementation.

Input-Output Function

The relationship between input and output, regardless of the internal mechanisms used to produce that output.

Phi

A measurement of neural activity that reflects the extent to which information is processed recurrently within the brain.

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Recurrent Processing

The ability of a stimulus to influence the processing of subsequent stimuli, suggesting a dynamic interaction between brain regions.

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Reversed Implementation

A hypothetical situation where the brain's internal mechanism for a specific function is reversed.

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Implementation Independence

The concept that a function can be implemented in different ways while still producing the same outcome.

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Example I

An example showcasing the concept of implementation independence where the auditory cortex is replaced with a feedforward system.

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Implementation doesn't affect behavior

The idea that the specific implementation of a system's internal workings (like brain vs. computer) doesn't affect its external behavior, as long as the input and output functions remain the same.

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Consciousness and Implementation

The idea that if our subjective experiences are solely determined by the implementation of a system, then consciousness is independent of any specific behavior.

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Feedforward Neural Network (FN)

A type of artificial neural network where information flows in one direction, from input to output, without any feedback loops.

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Recurrent Neural Network (RN)

A type of artificial neural network where information can flow in loops, allowing for feedback and dynamic processing.

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Turing Completeness

The ability of a computational system to perform any calculation that can be performed by a Turing machine, a theoretical model of computation.

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Science of Consciousness Implication

The argument that a science of consciousness, based on observing behavior, is impossible because there are no meaningful differences in measurable behavior between systems with different internal implementations.

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Implementation Irrelevance

The idea that the specific implementation of a system does not play a role in consciousness.

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Behavioral Indistinguishability

The argument that a conscious system can be indistinguishable from a non-conscious system in terms of behavior, making it impossible to scientifically study consciousness through observation of behavior.

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Universal Function Approximator

A system that can approximate any function, meaning it can learn and perform a wide range of tasks.

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Integrated Information Theory (IIT)

The argument that consciousness is not a fundamental property of the brain, but rather emerges from how information is processed and integrated. Input is sensory data, and output is the level of conscious integration.

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Global Workspace Theory

The argument that consciousness arises from interactions between different brain regions, involving both sensory input and connections to a global workspace. Input is sensory data, and output is connection to the global workspace.

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Relevant Input/Output

The specific input and output used to define a system's behavior.

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Internal Experience of Consciousness

The argument that consciousness is not just about external behavior, but also involves subjective experience.

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Consciousness is Not a Simple I/O Function

The claim that consciousness cannot be reduced to a simple input/output relationship, as it involves complex internal processing and subjective experience.

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Causally Responsible Mental States

A core principle suggesting that our mental states, like wanting, believing, and experiencing, directly cause our actions.

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If Mental States Aren't Causally Linked to Action...

The idea that if mental states don't directly control our actions, then most of what we think we know about the world is wrong.

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I/O Function

The relationship between external stimuli (i) and observed behavior (o), regardless of internal processing.

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Example I: Auditory Cortex Replacement

An example illustrating implementation independence where the auditory cortex is replaced with a feedforward system, which is a simpler way of processing sound.

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Turing Completeness and I/O Functions

A Turing complete system is capable of carrying out any input-output function, regardless of its internal structure or implementation.

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Untestable Consciousness Theories

If a theory proposes that only specific Turing complete systems can produce consciousness (like biological systems), it becomes impossible to disprove this theory based on observable behavior alone.

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Epiphenomenal Implementation

An implementation is epiphenomenal if its internal workings have no effect on observable output. This means the observed behavior is entirely governed by the input-output function.

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Epiphenomenal Consciousness

If consciousness depends on a specific type of system implementation, and the implementation is purely epiphenomenal, then consciousness becomes epiphenomenal as well, meaning it has no influence on observed behavior.

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Unfalsifiable Consciousness

If two systems have the same input-output function but vastly different internal mechanisms, it becomes impossible to determine if one is conscious based on behavior alone.

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Testing Consciousness Implementation

To test if a specific internal implementation influences consciousness, we need to devise an experiment that yields different results for two systems with the same input-output function but differing internal mechanisms.

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Doerig et al.'s Argument

The argument suggests that consciousness is unfalsifiable through observable behavior alone because it might be epiphenomenal, regardless of the underlying internal mechanism.

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The Problem of Consciousness

The core issue is that we cannot directly observe consciousness. Therefore, it is impossible to definitively determine if a system's internal structure is directly responsible for consciousness or if it is merely a by-product of the input-output function.

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Illusionism

The idea that our sensory experiences are not directly related to our thoughts and beliefs, and therefore have no impact on our behavior.

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Implementationism

The idea that the brain is a complex information processing system, and its internal workings are irrelevant to its outward behavior.

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Empirical Grounding

The ability to reliably ground our thoughts and actions in sensory experiences.

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Spooky Experiences

Experiences that cannot be explained by known scientific laws.

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Epiphenomenalism

A belief that sensory experiences play no causal role in our thoughts or behavior.

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Falsifiability

The ability to falsify a scientific theory by testing it against observations.

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Unreliable Visual Experiences

The idea that we cannot even accurately know our own sensory experiences.

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All Beliefs are Caused by I/O Function

The idea that all beliefs and reports about the world are ultimately caused by the brain's internal mechanisms, regardless of our sensory experiences.

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Study Notes

Lecture 2: The Unfolding Argument

  • Today's lecture covers summarizing the paper, analyzing the argument, and previewing illusionism or non-computationalism.
  • Functions can be implemented on any universal function approximator.
  • Functions determine behavior, but implementation of functions does not.
  • If implementation equals experiences, then experience is independent of behavior, leading to the conclusion that a science of consciousness is impossible.
  • Consciousness is epiphenomenal, meaning consciousness is a byproduct of the algorithm, not influencing any behavior or introspection.
  • Consciousness' relationship to its function is that it doesn't matter, consciousness is just as a byproduct that is not influenced by the function.
  • Implementation matters given theories like recurrent processing theory of consciousness and Integrated Information Theory (IIT).
  • Recurrent processing theory states consciousness arises only during recurrent processing, and IIT defines integration of information as equivalent to consciousness.
  • Implementationist theories are fundamentally flawed, using behavioral and introspective tests to test the theories which do not follow logical steps and will actually falsify the theory itself.
  • Functions are independent of implementation, and implementation can be reversed.
  • An input-output function can be implemented in infinitely many networks that are universal function approximators.
  • Input can be spike trains, stimuli, TMS pulse etc. and output can be neural input of later brain areas, verbal reports, overt behavior, etc.
  • Universal Turing machines include RN network, FN network, laptop, cellular automata, cyclic tag system, etc..
  • An RN can produce opposite behavior as normally observed, and an FN can produce the exact same behavior as normally observed.

Summary of the Argument

  • Functions can be implemented on any universal function approximator.
  • Functions determine behavior, while implementation does not.
  • If implementation equals experiences, then experience is independent of behavior.
  • A science of consciousness is therefore impossible.

Technical Problems

  • The relevant notion is Turing completeness, not universal function approximator.
  • Recurrent networks (RNs) are Turing complete, but feedforward networks (FNs) are probably not.
  • RNs have closed, infinite loops, while FNs have an infinite number of layers.
  • It is unclear under what biological circumstances infinite loops are needed.
  • The claim that FNs can instantiate any function is false.
  • Function definition for the theory is not explicitly defined, and is unclear what input/output functions are relevant to science.
  • Not clear if the argument is relevant to biology, as only overt behavior is focused on and not on subjective conscious experience.

Doerig et al.’s Argument

  • Input = external stimuli
  • Output = overt behavior
  • Every Turing complete system can instantiate any i/o function.
  • If a theory claims that only certain Turing complete systems create consciousness (e.g., biological systems) then no behavioral data can ever be acquired to falsify this theory.

Implementation Does Not Matter

  • The implementation of a function does not affect the behavior.
  • Behavior will be the same in different implementations.
  • Replacing biological parts with a machine that copies the function will result in the same behavioral output but not be able to have subjective experiences

Analysis of the Argument

  • There is no way to prove, or disapprove consciousness (i.e., an introspection paradox).
  • You can't measure consciousness, only behavior that could be caused by something else and not consciousness.

Implications for Consciousness Science

  • If the i/o function is the same but the implementation differs, then measuring the behavior can not distinguish which one has awareness/consciousness.
  • This implies that consciousness and implementations are unrelated
  • Empirical science requires grounding cognition in overt behavior; otherwise, theories cannot be falsified.

Illusionism or Non-computationalism

  • Doerig’s argument can be clarified; input = external stimuli, output = overt behaviors/beliefs and cognition.
  • Sensory experiences are not deducible from I/O functions.
  • All beliefs/reports are caused by I/O function.
  • Sensory experiences are epiphenomenal in relation to beliefs.
  • Sensory experiences are decoupled from thoughts and behavior, so a science of consciousness is impossible.
  • If consciousness is not measurable then it is outside of science.

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