General intelligence is an ability to cope, adapt and thrive in an ecology: to start from a limited set of capabilities, and via exploration, acquire a rich competence. To develop conceptualisations, techniques of coordination and control, to form novel goals and strategies to realise them, and so on.
General intelligence is a strategy to defer the acquisition of abilities from the process of construction/blueprinting (ie., genes, evolution..) to the living environment of the animal. The most generally intelligent animals are those that have nearly all of their sensory motor skills acquired during their life -- we learn to walk and so can learn to play the piano, and to build a rocket.
There is a serious discontinuity in strategy to achive this defferal: the kinds of processes which "blueprint" the intelligence of a bacterium are discontinuous with the processes which a living animal needs to dynamically conceptualise its environment under shifts to its structure.
Of the latter animals need: living adaption of their sensory-motor systems, heirachical coordination of their bodies, robust causal modelling, and so on.
General intelligence is primitively a kind of movement, which becomes abstract only with a few hundred thousand years of culture. The earliest humans, able to lingusitically express almost nothing, were nevertheless generally intelligent.
Present computer-science-led investigations into "intelligence" assume you can operate syntactically across the most peripheral consequences of general intelligence given by linguistic representations. This is profoundly misguided: each todller necessarily must learn to walk. You cannot just project a slideshow of walking, and get anywhere. And if you remove this capability and install a "walking module", you've remved the very capabilities which allow that child then to do anything new at all.
There is nothing in the linguistic syntactical shadow of human intelligence to be found in creating generally capable systems. It's just overfitting to our 2024 reflections.
Maybe that would be a suitable working definition of general intelligence, and props to you for even giving a definition at all (in contrast to TFA). However your definition seems almost tailor-made to exclude present and near-future AI (and, I suspect, motivated thereby) . Current AI works by being trained on large amounts of existing data. If current AI would be real intelligence, we would be sad, therefore real intelligence is the opposite of intelligence trained on large amounts of data.
Having said that, one can also make the case that LLMs start from a limited set of capabilities and, via exploration, acquire a rich competence. Only these are linguistic abilities and the exploration is exploration of a linguistic environment. Maybe the real intelligence is the friends we made along the way i.e. the general class of algorithms roughly called "backpropagation and gradient descent on a very high-dimensional neural network".
The most meaningful definition of intelligence is one that captures the essence/nature of human/animal intelligence, which is where the word originated.
I think you can get to the core of it by considering the evolutionary benefit of intelligence - what beneficial behavioral capability has been optimized - which comes down to being able to utilize past experience to predict/plan future outcomes, rather than being locked into reactive behavior patterns like simpler animals.
LLMs, trained to predict based on past "experience", might (perhaps charitably) be considered to exhibit some intelligence, but where they notably fail is in situations where better prediction (utilization of prior experience) requires a process more similar to search with backtracking than a linear application of rules derived from the training data - i.e. in the areas of reasoning and planning.
You can try to put lipstick on the pig by adding RL-based post-training or wrapping the LLM in an agentic loop, trying to extract more value out of the training data and gain some semblance of reasoning, but at the end of the day it's still a pig - at heart just an expert system not a cognitive architecture.
Another obvious limitation of LLMs is that they are just a repository of canned knowledge/rules, with no ability to learn from "runtime" experience, and therefore lacking the ability to learn to handle novel problems by experimentation and adaptation to failure.
The limited intelligence of LLMs is firmly baked into their architecture - the transformer, being just as pass-thru model, as well as the way they are trained by SGD rather than an algorithm capable of continuous incremental learning.
It's tailor made to describe the phenomenon of animal intelligence that we're trying to model.
The only tailoring which goes on is by those who say, "we can only do X, therefore Y must be defined in terms of X". It's deeply pseudoscientific approach to investigation, as it completely abandons a scientific theory of empirical phenomenon over a purely circumstantial account given in terms of what tools we have to hand.
I can think of no other area where such an approach to investigation is permitted.
> General intelligence is an ability to cope, adapt and thrive in an ecology: to start from a limited set of capabilities, and via exploration, acquire a rich competence. To develop conceptualisations, techniques of coordination and control, to form novel goals and strategies to realise them, and so on.
One thing I've learned over the past few years is that _nobody_ knows what intelligence is, and it may not even exist as a genuinely measurable attribute. What you've described is certainly _a thing_ that is worth describing and thinking about, but it doesn't encompass everything that we think of as intelligence, and ascribes intelligence to processes which most of us don't think of as intelligent (ie, evolution and plant life).
The problem we have is that for the entire history of humanity, there has been a single example of something that "thinks like us" and our conception of what it means to be "intelligent" or to have "reason" or to "think" is just inextricably tied with all the other attributes that make us human.
I'm not at all sure that intelligence _must_ arise out of a process of evolution and natural selection, and i think that it may be possible to create an intelligent entity which completely lacks the ability to survive in an ecology on its own.
On the other hand, it's often said that while humans domesticated plants and animals, those same plants and animals also domesticated _us_. Human life rearranged itself around the requirements of farming and animal husbandry, and just in terms of pure biomass and range of habitat, becoming "domesticated" was a tremendously successful evolutionary strategy for the animals that we domesticated.
Human society is now _again_ re-arranging itself in order to take advantage of AI, and we're spending a lot of money and labor building these systems and maintaining them. It's hard to say that they haven't adapted themselves to surviving in an ecology, it's just a more abstract ecology than the sort of blood and claw ecology that we evolved in.
In some sense, these AIs are the ultimate expression of "memetic evolution" -- ideas that are able to spawn new ideas, without having any meaningful embodiment at all.
Thank you for being sensible We have so many "intelligence professors", who can conveniently dismiss SoTA AIs with a sleight of hand (Cholet, LeCunn etc), yet completely ignore the superintelligent traits these AIs already exhibit.
FYI: SoTA AIs can think and reason. They're far far away from mere memorization & retrieval. They aren't human yet, nor do we expect them to be. They'll just keep getting ever better in their own ways, and become super duper useful for practically everything as computer buddies first, agents next, robots next next.
The "intelligence professors" I'm hoping will at some point shut up and accept that "functional/universal approximation" is all you need, which is abundantly done by neural nets of today.
Human nature is to have a moral compass (conscience), with a mind to contemplate whether our planned behavior is positive or negative for the happiness of those around us, and a free will to then choose which paths to take.
What you describe is all present in the animals, to more or less advanced degree, where chimps and crows can use tools and even pass that knowledge on to others. Yes, our bodies follow the mammalian template, and with it comes our baseline tendencies to form packs to fight against other packs and fight for dominance within the pack, all in order to enjoy more physical pleasure. We inherit that, but we are capable of rising above those animalistic urges to become a humanitarian, who considers the happiness of others, and even the whole, in their decisions.
Further, with our advanced being and our free will, we are able to self-evolve our ideals, attitudes, and behaviors, in EITHER moral direction: either towards a more selfish, brutal, and callous competitive state, or towards a more selfless, compasionate, and caring cooperative state. The former leads to where we are now in human history, the latter, rarely exercised, leads to our highest potential, returning us to a happy, prosperous, environmental-concerned human race with various cultural differences but united in the success of each and every person, should they choose to participate.
So, no, no computer logic engine at present can in any way mimic the totality of "human intelligence" because very few people understand human nature, so they can only literally "ape" it. They can't even approach simulating what is going on within us, the only moral beings on this planet, and the only beings here with the power to consciously change ourselves and our environment, for better or worse, it all being our choice, however subconscious and inertial for the vast majority.
It is going a little under the radar, but AI is really throwing the religions into a tizzy now that they are being forced to think about these things. In the good old days, you could just trust the bible to say how we were created.
Now people are being forced to think about it for the first time. Where do morals come from? Do they even exist? Who am I? What am I doing here?
Like whole new generation having an existential crisis.
If you dare, you can read my recent comment history for the explanation, but I doubt you're going to like it. And it is the explanation. Someone had to do it!
True, but our consciousness comes with an integral moral compass that we are completely free to utterly ignore or even act in opposition to. It's our gift and our responsibility, and our absolute choice, for good or ill.
Is it actually integral? I’m not sure. Try asking a person whether some arbitrary scenario is right or wrong and why. A good null hypothesis is that, for people with no training in morality or ethics, responses will be uniformly distributed over outcomes.
Yes, but we can choose to ignore it. Ignorance of our human nature potentials is our choice, too, and that's the reason for the inertia of the world's societies, including ones that claim to be religious.
The key is that, just as our physical bodies have developmental stages of ever-increasing capability, so does our moral compass. We must learn how to not only use it, but to develop it and fine-tune over time, and we must train and use our mind to self-evolve ourselves.
Note that we can use our free will to de-tune it as well so that we have pointed ourselves in the direction opposite to our happiness, and that of those we come in contact with. In other words, we are free to use our abilities to create unhappiness, out of sadistic pleasure.
The first step of the spiritual path is awakening to this highest of human potential, where we learn to willfully and with difficult effort develop our moral compass in the direction of compassionate concern for the well-being of our fellow human beings. This is why the selfish -- to themselves and their in-group -- people of the world are loath to hear the term "woke"; they take pleasure in remaining ignorant of both the unhappiness they cause and thus karmically receive by their selfish actions. And the same impulse within us that seeks to keep us ignorant of our highest human potential, is also keen to keep its ideals, attitudes, and behaviors off other people's radar. The development of a selflessly compassionate morality become like garlic to a vampire (and they do suck, and suck the life-blood out of the world's systems and people, for sure, causing so much misery by their efforts).
So, yes, our moral compasses are each in various states of development, from the utterly ignored to sometimes-positive-sometimes-negative to the fully developed. As usual, such distributions follow a bell curveish shape. But only the long tail in the positive direction understands and manifests the highest morality. The middle bulk are hit or miss, per their cultures' predilections and the circumstances of their life. And the negative tail are the uttlerly selfish evil bastards of the world.
You can find a full explication of our human nature to self-evolve and the process of manifesting such change in the deep dialog I had yesterday under my comment to Maria Konnikova's poetry article submission. You have to skip past my initial reply and its grand-reply to get to the meat of it.
We fight to establish hierarchies of dominance called, "monopolies of violence", that we have social allegiance to. If a competing "dominance regime" is in our neighbourhood, we draw territorial boundaries -- and if these fail, riot, and if that fails, kill.
The strategy of intragroup 'mutual aid' is common across the animal kingdom -- and is paired with hostility to 'foreign aid' in its literal sense.
The achievement of the modern world is massive amounts of abundance which increases our generosity beyond typical chimpanzee proportions -- but not by much. And upon a single attack, or moment of scarcity, we return back exactly to our genocidal defaults -- which is to say, group-centred violence.
Abundance and 'wars only on our borders' creates a dangerous illusion of equanimity which is moreso just, "the feeling of an ape fat, tired and safe".
Yes, my recent comment history contains the explanation for why we have the potential for all of that but also to be true humanitarians. The short of it is that we can choose to learn how to be better by actually changing ourself, and then being a positive force in the world.
It is the Way, but we must choose it, after first seeking to escape our natural ignorance to the possibility.
That sentence literally makes no sense, obviously coming from the spoiled mind of a coddled rich kid.
The fact is that you chose to write what you wrote, for good or ill. I spent all day yesterday explaining the truth of our moral existence to y'all here, conversing with a very fine fellow who has a bit of knowledge. It brought me a joy that no one else on this site has ever felt. It was electric, sans drugs of any kind, and only a couple of sips of coffee all day, which is very rare for me.
No, there's a force within you that will work its damnedest to get you to quit reading it before you get to the bottom. It starts in that post about Maria Konnakova's poetry article, but that's not the important part, or even my grand-reply (reply to my initial reply). Most people don't have the intellectual curiosity and bravery to read such utterly new information, but if you can read drivel from AS, you can make through one (rather long) page of mine.
I triple-dog dare ya ;-)
And remember, ignorance of the truth is a human vice that we must fight and defeat, in order to choose the better path, the Path of Love. Giving in to ignorance is a choice between good and evil, my friend. I hope you choose well, but you'll likely choose to rebel against the truth, and instead keep believing the lies that have been told to you, which is our body's monkey-inheritance.
Happy choosing! I truly wish you all success and happiness in this world, but that latter one is dependent upon our learning and manifesting the truth, my friend.
Is choice a fact? The point of the quote is that we do not know. It SEEMS like we have free will but this could be an illusion. Where do our desires and motivations come from? I have always had a strong desire to build things, either physical objects or mental ones (like code). These desires push me to make choices in my life, like pursuing the career I have. But did I choose my motivations? I’m not sure. I don’t remember choosing them. They are just feelings I have, and in some cases, can’t remember not having.
I am a scientist. Truth has a specific meaning to me. I’m not sure we share the same definition. That does not make either of us “evil.”
My friend, what you are saying is that you do not know. You have no idea what I know, or even what I can know.
Truth is all that exists in the universe. We are the information processors of this universe and "knowing thyself" is part of our design, but, because of our free will, we can choose to remain ignorant. And, by knowing ourselves (long process), we also learn other things about the universe. At some point, we can actually have access to the very deepest truths that can be known by human beings. (There do remain some topics that are unknowable, but we can never exhaust the knowable, so simply knowing that some specific unknowables exists shall have to suffice.)
Our motivations are a combination of our physical predilections and our cultural and personal upbringing. No, we're not going to have a memory of our every motivation, but we are capable of at least gaining an understanding of what they are currently.
If you wish for the truth as explained by the "Sufi Science of Soul Transformation", follow the comment dialogue I referenced above. It requires a brave curiosity and ability to integrate very unfamiliar concepts; it is really akin to how Eugene Parker's solar wind theory shocked the world of astronomy, but on a far more important topic.
To really "know" if fire is dangerously hot, you have to test it; no one else's experiment is enough to truly convince those of us who have any skepticism within us.
It is the same with the spiritual path, except that we contain a force inside us that tries its best to convince us that remaining ignorant to the possibility that self-evolution into total compassion is not only possible, but is the best way forward for each of us. The only way to escape that ignorance is to light the flame and feel its effects, and it is each our choice. Most people are simply content with what is familiar to them, to their heritage, to their cultures, to our intrinsic ignorant nature.
The lack of compassion in this world is why it has been so historically f_cked, and getting ever more so, in many ways.
Evil is borne of selfishness that refuses universal compassion. Those Nazi death camp guards weren't killing anyone, but they sure contributed to the evil. We are all choosing sides, even if by default via our cultural inertias. We must choose to begin transforming ourselves into universally compassionate human beings, or else we have sided with either the deliberately evil or those callous to the evil they cause, which is a kind of evil. Entering the Path of Love is the only way to see this fact clearly and know how we are all choosing sides, whether we know it or not. The default value of a .NET int variable is always 0; you must change it to a 1 to make it a 1. To be not evil (in some measure, however by default) means to enter the Path of Love deliberately, because our default state is willful ignorance, and the masses upon masses of ignorant people are ruining this beautiful garden.
I wish you well, my fellow scientist (I have been such a one since 1st grade). It's your choice, the same as the rest of us.
What you present as a grand narrative of self-discovery, truth, and compassion is, in many ways, an idealistic interpretation of human existence that oversimplifies complex realities. While I can appreciate the depth of your convictions, the perspective you offer assumes a universal applicability of your framework—one that may not align with everyone's experience, philosophy, or epistemological approach.
To begin, claiming that "truth is all that exists in the universe" reduces the richness of existence to a monolithic pursuit. Truth, as a concept, is subjective and shaped by individual, cultural, and temporal contexts. What you call "truth" may resonate with you, but it risks dismissing alternative ways of understanding the universe, such as those rooted in skepticism, pragmatism, or even nihilism. These frameworks are equally valid, as they acknowledge the limitations of human cognition and the constructed nature of meaning.
The notion that self-knowledge leads to universal truths about the cosmos assumes a direct correlation between introspection and external understanding. While self-awareness is undoubtedly valuable, it does not guarantee access to the deepest truths of the universe. Human cognition is bounded by our biology, sensory limitations, and the constraints of language and culture. We are not omniscient processors; we are flawed, interpretive beings navigating a sea of uncertainty.
Your emphasis on "universal compassion" as the sole antidote to evil is admirable but simplistic. Human motivations are multifaceted, and what you describe as "evil" often emerges from systemic, historical, and material conditions rather than individual moral failings. Compassion, while transformative, cannot alone dismantle entrenched power structures or resolve the complex web of human suffering. Moreover, framing those who do not embrace your "Path of Love" as ignorant or complicit in evil undermines the diversity of human experience and the validity of alternative ethical frameworks.
Finally, your analogy comparing spiritual transformation to testing fire conflates subjective spiritual experiences with objective physical phenomena. The former is deeply personal and cannot be universally measured or validated. Not everyone will, or should, approach spirituality or self-evolution in the way you propose. Placing the burden of moral alignment on individuals rather than acknowledging the role of collective and systemic forces risks perpetuating a kind of spiritual elitism.
In summary, while your call for self-awareness, compassion, and transformation is compelling, it oversimplifies human complexity and diversity. We are not all on the same path, nor should we be. True respect for the plurality of human experience requires acknowledging that there are many ways to navigate existence—each as valid as your own.
> Moreover, framing those who do not embrace your "Path of Love" as ignorant or complicit in evil undermines the diversity of human experience and the validity of alternative ethical frameworks.
There is no higher ethical framework than that which espouses universal compassion.
And, yes, each of us who remains ignorant of the truth of the importance of compassionate service to mankind, is themselves harming the education of humanity, which is a form of evil, albeit small in comparison to the brutality of dictators.
The key understanding here is that we each sit on the knife's edge, and we are each choosing compassion or one of the myriad opposites, each of which involves a degradation of the whole, even if it's in a small area of influence, or even without malice.
You can't wipe your ass with your hand, not wash it, and then traipse all over the mall touching stuff. That ignorance will cause real harm, however unintentional.
> Finally, your analogy comparing spiritual transformation to testing fire conflates subjective spiritual experiences with objective physical phenomena.
No, you refuse to understand that the spiritual path is the same for every human being, even though there are different forms that get us there. We must transmute our soul's 19 vices into their corresponding virtues, by degrees, over time, with the help of our Creator, in order to become vehicles for compassion. This is a universal human developmental potential.
> The former is deeply personal and cannot be universally measured or validated.
It can be, but only by the person who has begun the transformation, as well as their teacher or other persons of high attainment. Just as our bodies have a developmental progression where different stages entail different abilities, so, too, does the spiritual progression towards love. Before we begin it, we have "eyes that do not see, ears that do not hear, and hearts that do not understand".
We all have souls that start out with some combo of the 19 vices operant, per our personal predilections. We all start out equal in sum, but with a different bar chart of the different weights. Sum any person's weights together and they will be equal, but one person will have more hate, another more greed. With 19 pairs of vices and virtues, that's a lot of possible combos. That's why it's so easy for our lower selves to be able to point our finger at another person and think, "I'm better than that other person. Look at their X." It's the multi-spiderman theme, but one spidey has a different vice in just as great a quantity as the one our internal voice points out in others.
> Not everyone will, or should, approach spirituality or self-evolution in the way you propose.
Well, we have to contact or Creator to begin the process. There's no escaping that any more than saying a person can graduate from college without matriculating first. Like I said, it's our universal spiritual developmental progression. There are different forms, different prayers, different practices, but beyond those trifling, unimportant differences, we all have to connect to our Creator, find our path, and then do the work required to self-evolve our ideals, attitudes, and behaviors, in order to transmute our souls' vices into their corresponding virtues.
The key is that each person's path is determined by the Creator. Upon contacting it, we will be guided to whatever path is required. It's never for another person to determine. Rumi says, "The Way goes in."
> Placing the burden of moral alignment on individuals rather than acknowledging the role of collective and systemic forces risks perpetuating a kind of spiritual elitism.
A culture can only level-up by its members leveling-up; that's just systems analysis. I'm not placing any kind of burden on anyone any more than Watson and Crick placed a limit on the shape of DNA.
Elitism wasn't the reason for or effect of Einstein explaining how mass and the time are interrelated. The spiritual path is simply our complex reality, just one that cannot be verified by our physical sciences, just as it fails to explain Dark Matter or Energy.
[It just sounds like your inner voice doesn't want anything to do with your self-evolving yourself beyond its ignorance. And that is exactly the case. It's defending itself from the ego-death that results from the spiritual path, and it's doing it like hell. That's precisely why the world is the way it is, and also why mis- and disinformation is so deadly, because until one enters the Path of Love one cannot clearly comprehend reality, much less "know thyself". "Their minds are confused with confusion," as Bob Marley said.]
> In summary, while your call for self-awareness, compassion, and transformation is compelling, it oversimplifies human complexity and diversity. We are not all on the same path, nor should we be. True respect for the plurality of human experience requires acknowledging that there are many ways to navigate existence—each as valid as your own.
All our ways to navigate are valid, because we can choose to live and believe however and whatever we want, because we all have an unfettered free will, and we must each respect each others' choices, so long as they aren't harming/oppressing others. But most people's beliefs are simply based on bad information and assumptions. We live in an objective reality and there is truth and half-truth and utter bullsh_t.
And the fact of the matter is that I know flat-earthers have some just plain incorrect beliefs. Like my explaining this to you, though, those of use who know can try to explain the truth, but it's your choice to accept it or not.
If you prayed about it, you would get the answer, but you don't pray, do you? Or believe in prayer, right? Or am I wrong about that. I doubt it. You are intelligent about the physical world, but don't you want to know where the Dark Matter is or the purpose of Dark Energy? You can't find those answers by studying the physical universe, you can only find hints like the anomalous galactic momenta. To find the answers, you must follow Rumi's Wisdom and follow the trail, "The Way goes in."
I love you. Thanks for your detailed, intelligent response, but your arguments are no different than a flat-earther arguing with Galileo.
> What you present as a grand narrative of self-discovery, truth, and compassion is, in many ways, an idealistic interpretation of human existence that oversimplifies complex realities.
I am only presenting reality, my friend. The simplicity of the explanation is due to its nature, which follows Occam's Razor in its own resplendence.
> While I can appreciate the depth of your convictions, the perspective you offer assumes a universal applicability of your framework—one that may not align with everyone's experience, philosophy, or epistemological approach.
A student of Einstein did not care -- and shouldn't've cared -- about whether other folks have alternate theories.
Eugene Parker, much derided by his contemporaries, was not "assuming" anything; he was merely presenting the truth. No, the truths I present here is not grounded in our physical world's science of the matter, energy and the laws that interrelate them, but instead encompasses our multi-dimensional nature as human beings, with a body, soul, conscience, and free will, with the mysterious mind at our disposal.
> To begin, claiming that "truth is all that exists in the universe" reduces the richness of existence to a monolithic pursuit.
I never said it was monolithic. It has many facets, but seeking truth in a universe that is nothing but truth, is a singular pursuit within it. Besides, you believe that this physical world is all that exists, correct?
> Truth, as a concept, is subjective and shaped by individual, cultural, and temporal contexts.
No, by definition, truth is objective and a quality of the universe, unfazed by whether or not we believe it to be true.
Only perspective is shaped by the factors you mentioned, and they do, indeed, shape our it. But perspective of the truth can be accurate or inaccurate, and what I'm saying is that your perspective is flawed, like most of humanity at this moment.
> What you call "truth" may resonate with you, but it risks dismissing alternative ways of understanding the universe, such as those rooted in skepticism, pragmatism, or even nihilism.
I am dismissing them, because they are not true. You don't dismiss the flat-earthers? I do, and rightly so, because I've seen time-lapse pictures taken through a telescope of other planets rotating, with moons rotating about them!
> These frameworks are equally valid, as they acknowledge the limitations of human cognition and the constructed nature of meaning.
As to limits of our cognition, it is precisely your denying the truth that is limiting your cognition, not mine. This is exactly like the flat-earthers do by refusing to acknowledge science because they haven't done enough math or looked through a telescope at a planet. Your and their claims do not limit my cognition. The history of science is rife with folks like Boltzmann, Einstein, and Parker whose sound and accurate scientific discoveries challenged the perspectives of their day with a deeper understanding of the universe around them. Be not like their critics, who all "fell flat", to put it in the words of Eugene Parker, one of my heroes.
> The notion that self-knowledge leads to universal truths about the cosmos assumes a direct correlation between introspection and external understanding.
First, I'm not assuming anything, you are.
Second, the key point to introspection is that it leads us to our Creator, Who then opens the doors of perception to us, by degrees, when we commit to becoming a selflessly compassionate human being. The honest introspection leads us to the door, and our seeking opens the doors for us.
> Human cognition is bounded by our biology, sensory limitations, and the constraints of language and culture.
Here you are, claiming you know the limits of human nature. We are not just this physical body, we are much more. Even our body's sensory abilities are beyond this physical body. You think that you are nothing but your body, so you have limited yourself. In my love for you, I am offering you the path to more, which you are fully allowed to deny, without denigration by me, only love. But your denying the truth only limits you, not any of the rest of humanity.
> We are not omniscient processors;
No, only our Creator is omniscient and It is the Prime Mover, but the universe It created is the primary processor we deal with and are a part of. You could say it's our primary interface.
> we are flawed,
We are indeed flawed, every single one of us, at least at first, but we are also created with the ability to achieve perfection, with the help of our Creator, that wishes but does not demand that we all choose to love one another. Loving It is an integral part of the mechanism that facilitates the cleansing and purification of our soul's flaws. (Loving It does not add one jot to It, nor is it due to some "needy" aspect. No, that practice is solely, like all that exists in this universe, for our benefit and happiness. What could we possibly add to the Creator of space, time, and vibrational dimension -- all that has ever and will ever exist?)
> interpretive beings navigating a sea of uncertainty.
Yes, we interpret the universe around us, with our senses and our mind. And our interpretations grow more depth and accuracy when we make progress along the spiritual path, which I term the "Path of Love".
And, yes, life is uncertain, isn't it wonderful?
> Your emphasis on "universal compassion" as the sole antidote to evil is admirable but simplistic.
There is no other fundamental perspective that can determine every antidote, for all our problems are due to our having not prioritized compassion in the first place. The methods and means to the specific solution's details will vary, but if the root is not compassion, there will be no lasting solution.
> Human motivations are multifaceted, and what you describe as "evil" often emerges from systemic, historical, and material conditions rather than individual moral failings.
All of what you mention are caused by human beings, moral human beings, flawed moral human beings, just in aggregate, acting selfishly instead of selflessly, callously instead of compassionately.
> Compassion, while transformative, cannot alone dismantle entrenched power structures or resolve the complex web of human suffering.
I didn't say it would be a gentle compassion. WWII taught us the lesson that laying down for the brutal aggressors will only result in you getting obliterated. Of course, it is still happening in many places across the world on this very day.
No, our love must be properly fierce when dealing with the wantonly selfish and brutal oppressors. They must be stripped of their power to harm others, because our compassion for the oppressed must be of a different flavor than our compassion for the oppressors. We must be as merciful as we can, but they must stop harming others. It is our duty.
General intelligence is a strategy to defer the acquisition of abilities from the process of construction/blueprinting (ie., genes, evolution..) to the living environment of the animal. The most generally intelligent animals are those that have nearly all of their sensory motor skills acquired during their life -- we learn to walk and so can learn to play the piano, and to build a rocket.
There is a serious discontinuity in strategy to achive this defferal: the kinds of processes which "blueprint" the intelligence of a bacterium are discontinuous with the processes which a living animal needs to dynamically conceptualise its environment under shifts to its structure.
Of the latter animals need: living adaption of their sensory-motor systems, heirachical coordination of their bodies, robust causal modelling, and so on.
General intelligence is primitively a kind of movement, which becomes abstract only with a few hundred thousand years of culture. The earliest humans, able to lingusitically express almost nothing, were nevertheless generally intelligent.
Present computer-science-led investigations into "intelligence" assume you can operate syntactically across the most peripheral consequences of general intelligence given by linguistic representations. This is profoundly misguided: each todller necessarily must learn to walk. You cannot just project a slideshow of walking, and get anywhere. And if you remove this capability and install a "walking module", you've remved the very capabilities which allow that child then to do anything new at all.
There is nothing in the linguistic syntactical shadow of human intelligence to be found in creating generally capable systems. It's just overfitting to our 2024 reflections.