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There is an idea that intentionality may be a requirement of true intelligence, here defined as human intelligence.

But all I know for certain is that we have the appearance of free will. Under the assumption that the universe is purely deterministic, what do we mean by intention?

(This seems an important question given that intention is not just a philosophical matter in relation to definitions of AI, but involves ethics in the sense of application of AI, "offloading responsibility to agents that cannot be meaningfully punished" as an example. Also touches on goals, implied by intention, whether awareness is a requirement, and what constitutes awareness. I'm interested in all angles, but was inspired by the question "does true art require intention, and, if so, is that the sole domain of humans?")

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    $\begingroup$ Under the assumption the universe is deterministic, I would say you can't argue humans are intelligent either. Without free will, how are we any different than a complex algorithm that has many responses to different inputs? $\endgroup$ – Recessive Feb 28 at 2:13
  • $\begingroup$ On the contrary, the difference between a deterministic universe and a random one wouldn't be noticeable on the macro scale, so that brings up the interesting argument of why should something that doesn't have an affect on the macro scale all of a sudden mean some things (on the macro scale) are no longer possible (in this case true intelligence)? None the less, I believe AI is capable of exhibiting the same level of intent that humans do, whether that be "fake" (no free will) intent or not. $\endgroup$ – Recessive Feb 28 at 2:17
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    $\begingroup$ See Free Will and Incompatibilist (Nondeterministic) Theories of Free Will (two Stanford Encyclopedia of Philosophy articles). $\endgroup$ – nbro Feb 28 at 19:33
  • $\begingroup$ Free will is religious concept, not scientific. $\endgroup$ – mirror2image Mar 3 at 6:16
  • $\begingroup$ can you source the claim that " intentionality may be a requirement of true intelligence"? this seems to be an artifact of simon-newell era goal-directed intelligence definition, but surely aesthetic appreciation counts as a mode of intelligence? what about emotional intelligence? $\endgroup$ – k.c. sayz 'k.c sayz' Jul 30 at 3:48
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In order to answer the question requires that the definition of intelligence (human or otherwise) be grounded into the physical model. There are two forms of intelligence in the physical model, one subconscious (general) and the other conscious (specific).

The subconscious is responsible for managing the brain’s process and performing all the physical reactions. It exist in a deterministic universe where the decisions are known and reactions automated. In the brain, the shape of the deterministic universe is time. For something to be deterministic, it must have guaranteed results within a specific time cycle. This requirement precludes the use of reasoning and long-term memory whose completion time cannot be fixed. The subconscious runs on general intelligence. To understand the format of general intelligence, think in terms of a jigsaw puzzle. General intelligence only needs the border of the puzzle. With just the basic object structure, the subconscious can move and process data throughout the brain without regards to its content. It is functionally agnostic and can complete its automation cycle without reasoning.

Now, consciousness is responsible for mapping the non-deterministic environment to the deterministic universe. To do this, it must exist outside of that universe so its own non-deterministic nature doesn’t interfere with the subconscious process. Consciousness runs on specific intelligence. Its job is to decipher the contents of the puzzle. In humans, specific intelligence takes on the form of visual symbols. These symbols are used by the conscious state for reasoning and long-term memory access. How decisions are reached has no predefined form or technique. It is a non-deterministic process based on the accumulation of individual experience and previous selection. This process allows the biological life-form to adapt decision-making to its own environment. In the most basic sense, the subconscious allows us to live in a deterministic universe and consciousness allows us to adapt to a non-deterministic environment.

The two forms of intelligence are functionally incompatible. The non-deterministic environment has no common translation to a deterministic universe. If it did, it wouldn’t be non-deterministic. To overcome the translation problem, the lower occipital lobe is a functional “Black Box” that allows the two different formats to be written into the same memory construct. By simple association, the two systems coexist in a non-invasive relationship where the hippocampus (short-term) memory serves as an interchange point.

With a grounded physical model, I can now attempt to answer some of the questions.

  1. We have “free will”, but it can only exist in the non-deterministic environment of the conscious state. There is no such thing as “free will” in a deterministic universe. The results of that universe are already known and decided.
  2. A deterministic universe cannot change. Its own nature precludes adaption from within. To make alterations requires a separate state that can rise above the process in order to change the process. Biological consciousness serves this role and requires “free will” to make decisions outside of the scope of what is already known.
  3. There are no ethics in a deterministic universe. Abstracting right and wrong is a reasoning function which is not allowed. AI constructs like agents which do pattern matching to develop predictions/reactions are not directly attached to any conscious state. They are deterministic functions whose capability is predefined. Simply put, agents cannot exceed the sum of their programming because they cannot adapt to that which is not known or anticipated.
  4. Liability only exists where “free will” exists and does not exist in the deterministic universe. Otherwise, you are attempting to blame your hand for a decision originated in your frontal lobe.
  5. “Free will” becomes a prisoner of the deterministic universe. As experience and decision knowledge grow, more and more decisions are shifted to the subconscious. This creates a dependency that restricts the range of “free will” and the decisions it is called upon to resolve.
  6. Creativity does not exist in the deterministic universe. It is an essential skill used by the conscious state to employ related memory to formulate new decisions. Creativity is used by animals to develop survival skills to adapt to environmental changes. The production of art work in an esoteric sense is purely human, but as a basic function is not.
  7. Intent does not exist in the deterministic universe. Within the non-deterministic universe of consciousness, intent is buried in an ocean of previous experience that may or may not reflect current “free will” goals. Especially, if these goals threaten the survival of the biological process.
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    $\begingroup$ Can you please cite any research work that supports your claims about the subconscious, conscious, general intelligence, specific intelligence, etc.? I've never heard of these theories, you'd better just cite the theories behind your claims. $\endgroup$ – nbro Mar 1 at 18:26
  • $\begingroup$ Sorry, I can’t cite any research other than my own. The information I supplied in this answer was provided from an Artificial General Intelligence prototype that I have been developing. The design of the prototype is based on a neurological algorithm derived from the physical model. Actually, I would have been stunned if you had heard anything about this approach. My thanks for confirming that belief. I am about to release a paper describing the full algorithm possibly later this week. If you are interested, I can circle back around and provide a link. $\endgroup$ – David Edgar Mar 2 at 1:48
  • $\begingroup$ The following two papers explain the brain’s physical model and basic algorithm. I have found by using this model, I can begin to answer some of the hard questions such as “free will”. It makes things less mystical, more systematic. medium.com/@davidedgar_5686/… medium.com/@davidedgar_5686/… $\endgroup$ – David Edgar Mar 6 at 15:47

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