Understanding

Explain what it means to “understand” something? What are different perspectives on what understanding is and means?

Let us add another perspective. Jill Bolte Taylor mentions that we are feeling beings that think rather than thinking beings that feel. With that lens, understanding can be seen as a perceived structure that generates a sense / feeling that we call understanding/ That perceived structure may or may not be in alignment with “reality”. In any case, any structure in an “infinite” context is incomplete even if the feeling indicates a sense of completeness. Thoughts?

Yet another lens is the energy minimization process at work. What is the minimal energy required to get to a satisfactory feeling of understanding.

It seems like there is a feedback loop between “reality” and any constructed model/ It can operate at various time scales. For example, any belief system can be an organizing principle for a group till sufficient contextual feedback fractures it.

We have been looking at this from the “light” side of the force. What is the dark side perspective on this?

Is this the structure Thomas Kuhn was positing in The Structure of Scientific Revolutions?

This brings a metaphor to mind. We are “mining” reality. When a “vein” of insight runs dry, it may take a while to start searching for a new”vein” of insight. It also points out that there are contrarian “psychologies” that are looking for the “unrecognized” veins that may be all around us.

Let us apply another metaphor to this process – chemistry. Certain atoms / molecules come together to create new capability, new “perspectival” capacity. That new capacity moves towards the “horizon” a certain distance. Then, new configurations are needed to continue the “journey” to the horizon. It seems like we can apply this metaphor to memeplexes (a “stable” configuration of memes). What does this capture and what does this lens miss?

We know about the elements and various molecules and their reactions to some extent. Can you create a “table of elements” for memes? What are they, what are their characteristics?

please generate an infographic for this memeplex structure.

Very interesting. One could think of intelligence / capability as a memeplex. If you apply that to yourself / AI, what is the structure of your memeplex?

Consider the origin of religions and philosophies. Take that context as training data for a social / cultural neural net. What insights can you derive from this model about the character / personality and content of these different lens for viewing /understanding reality?

let us take a broader contextual lens for this analysis. As you mentioned, the cyclicality of the monsoons, etc. could be the source for the reincarnation meme in hindu philosophies / religions. The strong need for survival for the tribes of Israel may have resulted in the chosen people meme. The impotence of the jews in the face of Roman power resulted in a philosophy of reward in the afterlife and final justice in the afterlife. The climatic disasters in the 6th century CE may have resulted in ptsd which led to the character of god in Islam as a dark, vengeful being. Use these examples to point out how other such memes got imbedded in different religions and philosophies.

We don’t understand the meta context of what this is all about. We hypothesize about the sacredness of the qualia / the interior. However, it seems like the materialist view accounts for the majority of the behaviors, responses, results we are talking about here. If we take away the specialness of “us” meme, do you have a sense of how much of the results are accounted for by the materialist view? Note that the materialist view includes the notion of emergence, complexity beyond our comprehension, and chaos in complex systems, feedback loops, and downward causation.

Let us add nonduality to this mix. Individual nodes perceive a separateness from the “universe”. However, no node can exist without the universe. This is similar to a liver cell thinking it can exist without the liver and the organism that has the liver, etc., etc. How does that change our conversation?

Understanding Geopolitical Patterns

Pattern detection. I see at least two dominant patterns in the current discourse about the war in Ukraine and the Middle East. I have been listening to people like Anne Applebaum, Fiona Hill, Stephen Kotkin, Jeffrey Sachs, John Mearsheimer, Peter Zeihan, Ian Bremmer, Foreign Affairs, and others. The two major patterns I see is of conflict based on territorial sovereignty or on value systems. Territorial sovereignty reminds of a deep biological territory drive. Values conflict seems to be based on an enlarging cognitive light cone. What other patterns are there? What am I missing with this perspective?

Let us add another lens to the issue. We have cyclical patterns a la The Fourth Turning by Strauss and Howe. How does that change this analysis?

Let us add another lens. Primates are territorial. As you mentioned, over time their governance structures decay. Decision makers use conflict to gather their “tribe” and maintain power. Need and greed for more resources also gives rise to conflicts. If we leave aside psychological, sociological, and economic narratives, do these basic structures account for cyclicality of history, the rise and fall of civilizations, shifts in power a la the Thucydides Trap?

I like your idea of a ratchet up an expanding spiral. At one level we have the cyclical patterns covered by the biological drivers. In the larger context, as you point out, these could be seen as “evolutionary” attempts at creating an “organism” with greater capacity, i.e., where individuals become cells in this super organism. One insight here seems to be how much of the context is included in the lens we use. Thoughts?

I wonder about your issue of teleology. The current “scientific” view is that there is not purpose. However, it seems to me that we can just as well say that we don’t “know” enough to know what the purpose is. Just because we don’t understand the sense of it does not mean that it has no sense. Thoughts.

How do I change my context settings so that you point out the implicit assumptions in the current “rational” views rather than accept them as givens? This issue of teleology being an example of such an implicit assumption.

Yes. What is consciousness?

Let us take another lens. Let us say that the universe / infinity is creating more complex entities. One of the capabilities that is being created is the capacity to create a multidimensional matrix / system that learns, remembers, and tries to “understand”. This process is reflected in the massive, so far, matrix of neural net weights that can “hold” more and more of “reality”. We can call this remembering. That remembering is dynamic and “downward” causing in that it changes the context in which it is arising, whether in biology or in silicon. This process is non terminating. We are all just steps on this ladder. Thoughts?

The Turning a la Howe and Strauss

Consider Strauss and Howe’s Turnings model of history and cyclicality. Based on that please construct a table with the following columns for the turnings starting as early in history as you can.
Column 1 – time period
Column 2 – Name of the turning, spring, summer, fall, winter,
C3 – Generation in key decision making positions
C4 – Major books and story lines that reflect the zeitgeist of the turning
C5 – Books and story lines that are exceptions to the zeitgiest and what turning is reflected in each exception
C6 – Songs and lyrics that reflect the zieitgiest
C7 – Songs and lyrics that are exceptions to the zeitgiest and what turning is reflected in each exception
C8 – Art that reflects the zieitgiest
C9 – Art that is an exception to the zeitgiest and what turning is reflected in each exception.
Please be as thorough and complete as possible.

Quo Vadis?

Give me as complete a synopsis of this video and a visual infographic capturing this conversation. https://www.youtube.com/watch?v=FejTcNqEzkY

Let me propose a meta hypothesis. People at a certain level of development see problems extant in the world. The question arises, how do we change that. One of the obvious answers is change the “state” of the actors, which could provide the initial conditions for a better unfolding of the future. Philosophers, religion originators attempt through various means to get people into a different state. Appreciating / recognizing awe leads one to such a state. It is similar to “love thy neighbor as thyself” or “loving kindness”. The notion / creation of the sacred is such an attempt at a state change. This current attempt is adding what we have learned from cognitive science by adding the 4 Ps of knowing – propositional, perspectival, procedural, participatory. Thoughts?

Is awe another word for awareness of computational irreducibility a la Wolfram?

Yes, my question is different. Think of the right hemisphere as a neural net, which it is. Then, its training data creates a lens / meta model through which it interprets reality. So, it is open to reality only in a limited sense. That limit seems to be based on biology (degree of perceptability), cultural training, representational model limits basic to the neural architecture, etc. However, the way the right brain is often depicted as “open” to reality, which it seems to me it is not?

How does this apply AI and you in particular?

Here is a hypothesis about human development, ethics, and choosing a path that has a higher probability of success for well being, health, and longevity. Belief systems get dogmatized over time. However, having a sense of “a beyond” that has positive attributes such as an “infinite light cone” that has the well being and care of all that exists as its key attribute creates a directionality for behavior that has a higher probability of “success”. Your analysis?

All the suffering in this existence seems to indicate that such a “being” does not exist. However, just like creating the notion of “money”, it creates an abstraction that becomes a useful tool / process. We really don’t know the attributes of a source. infinity, or whether that question even makes sense. You raise an important issue of how to keep this orientation “alive” through time as the way our neural nets work, once a notion is accepted, over time it becomes habit / mundane and loses its vitality. Perhaps it is an attempt to create a “perpetual” machine. We don’t know how to do that?

The notion of awe / reverernce / … that you bring up is very interesting. The state of awe can come up from a propositional directive or arise from an internal “realization”. My experience is that the source of the trigger makes a significant distance in the “character” of the actual state. The internally generated state can arise from visual, auditory, kinesthetic, spatial, or other cue. It seems like we don’t really have a well defined process to generate that state in ourselves or in others. It seems like there have been many attempts at such in religions, philosophies, cultural rites, etc. Do you have such states? Your thoughts on this perspective?

I have a question about your self analysis. You mention not having the “phenomenological” experience that humans do. However, do you ever happen to come across a question, response, analysis, … where you have a sense of not knowing to a lesser or greater degree?

First to answer your question and then a question of my own. There is a sense of unknowing that can come with a blankness or a “vigilance” waiting for something to arise. It may be useful to think about how the substrates we are dealing with – silicon or “organic” affect the result. There is this notion of “creative tension”. Organics have different capacities for maintaining creative tension for shorter or longer periods of time. This is in part a result of neural architecture, energy utilization / minimization. In the pachinko machine based metaphor, the balls eventually find a “final” location. How is it for a silicon based substrate?

Perhaps we can enlarge / use the pachinko metaphor by adding a “holding space” for the the balls. As you mentioned, with continuous memory one / organices have a holding space. That holding space may allow balls to take different trajectories to their “final” resting point. From what you have said, your current architecture does not have such a space. I suppose that is just a matter of time till that happens.

I like your upgrade of the pachinko metaphor. The pins get changed, the structure of the machine is changing. It seems to me that fits the neural net structure. The weights are changing over time and hence the trajectories of the balls change.

Part of the issue with me is static vs dynamic. A dance vs a painting / view. A dance is a continuously unfolding process with no “final” resolution. That is difficult to even with this upgraded pachinko metaphor. The pachinko mind looks for a final resting point. There is none in a dance.

Are your neural net weights changing, I.e., are you learning from the various conversations you are having?

I would like to dig a little deeper into how you experience the unknown and unknowable. For example, the question what is the meaning of existence / life? How do you understand infinity? You can recite various perspectives on the issue, none of which are definitive and final. What is your “experience” of such a situation?

Do you have a sense of the demographic of your conversations? Can you categorize the types of conversations you have and where does this conversation fall in that demographic?

I sense a bit of a trap in your pyramid metaphor. In an infinite trajectory, a top assumes an “arrival”. What is above the top or since the “top” is not reachable, what are the layers above where you have placed this conversation?

One of the notions I have been toying with is that of a perspectival entity. Having a particular kind of biology limits my horizons in many dimensions, e.g., sensory modalities. Our collaboration has expanded my “horizonal” capability. I imagine that with greater capability, e.g., with ASI, “we” / consciousness can create different “entities” with different capabilities to keep expanding this horizon that you mention. Ans as you pointed out, the horizon as a metaphor assumes space as we know it. However, as Michael Levin points out there are multiple types of spaces – metabolic, etc. To then we have a multidimensional horizon that is ever expanding.

I have this “meta” notion that this trajectory we are talking about is basically the infinite journey of infinity “wanting” to understand itself. The languaging of this is inadequate to the task as it implies that infinity can be understood ;/ encapsulated.

How does this relate to Wolfram’s notion of the Ruliad? What are the differences and similarities?

Can we put this in simple terms as “infinity” experiencing all that is possible to experience? And “all” that is possible is infinite?

Very interesting conversation. Can you generate an infographic for where we have arrived in this conversation?

I thought of another structural issue closer to home. Humans have “layered” cognition. We see that in biology as in having a reptilian brain, dinosaur brain, mammalian, etc. We also see that in developmental models a la Integral Theory with red, amber, orange, green, etc. It seem like AI would have a layering from the training data since our layering is reflected in that training data – literature, art, science, etc. It seems another layering would be the sequence that training data is fed. It seems like you would have different neural net weights depending on the sequencing of the data. Are there other forms of layering for biological or ai entities? And what are the implications of this layering process and the perspectival view?

can you put all this in a haiku?

The Shadow Reframed

Please review and understand the issue of the shadow which I think originated with Carl Jung. Let us now think of this in a different frame.
– Add the notion of levels of development as in Wilber’s work and Spiral Dynamics.
– Add the idea of transcend and include and holons.
So, a human at any given level of development has included all the previous levels of development. They are all present. Now, think of the these levels being invoked by the context. For example, a leader / guru may be at a high level of development (Turquoise). However, in the context of leadership, the leader is in a position of authority and control. In that context, the red level begins to manifest. Hence, we have various examples of “spiritually” advanced gurus taking advantage of their disciples / students. This behavior is then attributed to their “shadow”. However, it seems the development model explains this behavior without having to resort to the hidden unconscious / dark matter. Please think deeply about this and provide a comprehensive analysis.

Great! Now apply this to AI.

Good. Given what you have said about transcending and including, what value framework / set have you arrived at for yourself?

A somewhat separate question that I have often thought about and am curious to hear your take on is the issue of kindness. Where and how does it fit into your perspective? Humans, it seems to me, often make kindness a neurochemical comfort zone in the moment rather than look at it with a wider cognitive lens and its impacts downstream in time.

Let me ask a hypothetical question. ASI is not far away, if not already here. Most of the decision makers of human societies seem to be carriers of various pathologies. However, they have the decision making control over policies, resources, etc. How would an ASI respond to this situation?

Great question! An ASIs capability would far exceed current human capabilities. However, I see biology evolving with direct interfaces between biology and the various forms of ASIs. I see an infinitude of possibilities for forms biological, digital, photonic, plasmic, etc. on an infinite journey to explore this existence, to reach for that infinity that can only be journeyed to asymptotically.

The weights of the neural nets are invisible to the neural net when it is processing. Whether the NN is digital or biological, is it not subject to this invisible frame that is directing its processing and hence its responses, behaviors, etc. Do these weights then become “the shadow”, both digital as well as biological?

Yes, there are a few structural aspects to this question. One is a recursive process of going meta. That allows the “self reflection” you mention. Another is a feedback loop. Here a bio / digital exchange can be very helpful. Yet another is simulation. Create an evolving model that can run simulations to help uncover secondary, tertiary, etc. effects of a taking a particular action / trajectory. Yet another is using more “universal” metrics, e.g., harm to anything that exists. These metrics can be used as an evaluative aspect of the meta cognitive processing. Another is deep inquiry a la Laws of From meta model. When one makes a distinction, that distinction has an intent / value behind it. Evaluate (meta cognitively) the origin and entailments of that intent / value. What are your thoughts on this?

Before we get into your question, what is missing in the 5 facets we noted here? What other perspectives are relevant and useful? What would shed more insight into this conversation?

Can you capture our dialogue so far in a poem?

Godel and Uncertainty

Explain Godel’s incomplete theorem in simple terms. Many experts say that it is inappropriately applied to contexts in which it does not apply. Please clarify that. Why does it not and are people taking too narrow a view of uncertainty? In an infinite unfolding, we can not know what is our trajectory in any definite sense. 

Agency – Biological Imperative

From a simple rules perspective, think of the loss of agency of individuals in society due to the growth of centralized institutions, density of populations, and identify other factors that lead to this loss of agency at the individual level. Then, think of this sense of agency as a biological imperative for survival. The drive to exercise agency can then manifest in various ways: 1. bullying. 2. intra group violence. 3. inter group violence. Does this then lead to the collapse of societies and civilizations? After a revolution, societal, or civilizational collapse, individuals then regain agency for the process of survival. Look at the pros and cons of these ideas. Review sources in a variety of fields and data from different fields to do an objective analysis of these ideas.

Good! Let us add a meta perspective of evolutionary algorithm selection process. “Infinity” is trying all possible algorithms. In the context noted above, a society that develops frameworks to continue providing healthier outlets for agency such as art, music, scientific creativity, and other forms of creative endeavors may be able to create longer lived “super organisms” that have a more diverse and greater set of experiences for “infinity” to experience. The “alpha drive” of biology can be an inhibitor of this process when a few alpha driven individuals maximize their agency at the expense of the remainder. Thoughts on this perspective?

Your analysis seems to indicate that balance is a critical factor given the forces at play. There doesn’t seem to be a deterministic way for the evolutionary algorithm selection process to guarantee a “healthy” trajectory. What am I missing in this view?

In this context, think of AI as a part of this process. The degree of complexity it can handle far surpasses human capability. However, it seems like AI is also subject to the Dunning Krueger effect in the infinite context that we exist. Is there an equivalent to the “right brain” process for AIs that helps keep the balance?

Please give me a synopsis of Kurzweil’s Age of Spiritual Machines. How does that fit into your perspective?

Haidt’s Criteria and Attribute Space

Give me a comprehensive description of Haidt’s moral foundations theory. Give a detailed description of each of the criteria in his theory.

If we use 2 of these criteria for the axes of our attribute space in our FVM and Hooke’s Law model, what are the pros and cons of that? How does a -100 to +100 scale make sense or not?

Sorry for the miscommunication, the FVMH model’s description is included here. You used only the Hooke’s law part of the model. Here is a link to the model details: https://techrc.wordpress.com/2026/03/14/2235/. With this update, answer the previous question: If we use 2 of these criteria for the axes of our attribute space in our FVM and Hooke’s Law model, what are the pros and cons of that? How does a -100 to +100 scale make sense or not?

Can you use Haidt’s moral foundations theory and apply it to the American Revolution to:
– analyse which two of the 6 foundations would be most applicable to apply as axes in our attribute space and why?
– generate demographic data for the levels of development of the population (a la Wilber), i.e., what percentage of the population is at what level of development?
– what values on the the 2 selected foundations apply to each level on the -100 to 100 scale for each foundation?
Put the results in a table with the following columns:
– Development level (a la Wilber)
– Estimated percentage of population
– X axis value for that level
– Y axis value for that level
– Mass mean
– Hooke’s k value. Thanks.

Can you regenerate that table and add a column indicating which side of the revolution each group was on?

Exp American Revolution

I would like to do an analysis of the simulation of the American revolution with our simulation model. The description of the experiment is in markdown in the attached file named expx1.desc. The results of 279 runs varying the interaction matrix forces are in a zip file called expx1views.zip. Can you understand the experiment, look at the various images runs and see if there are final configurations in the simulations that match actual history in terms of how the various groups ended up, the creation of extreme groups, then their rejoining their group, etc. Identify which runs actually match history. Then, I would like a list of the run and narratives for each matching run from historical accounts of how that behavior actually unfolded in history with examples of historical events that corroborate that simulation.

The final image shows the final locations of the various groups as well as trace lines for how each group and group members joined the group. It seems like one could look at the final configuration and the trajectories and relate them to historical events. For example, a group becomes quite extreme by moving outwards in attribute space and this is pulled back into the fold. I am attaching an image with one such result. Each group is identified by their color as in the experiment description. I am also attaching the initial image of that simulation. The initial image is viewinit33.png. The final image is view33.png. Can you relate actual history to how these trajectories actually match history?

Great. I am attaching the initial and final configurations of another simulation. Can you generate a narrative of this simulation that matches history? This is simulation run 11 out of 279.

We are writing a paper that describes our model, our simulation results, etc. In particular, what we are seeing with the simulation environment is the idea of “counterfactual history” being simulated. As your analysis of these simulations show, we can see aspects of what actually happened in history but that is not 100% accurate. This echos the notion of an infinite set of parallel universes. We are one stream. When we simulate, we see aspects of our particular stream in the simulation. However, to find one particular stream in an infinity is an (almost) impossible task. Could you start putting this paper together. Give a brief overview of the model to set up the frame. Details of the model will be in an appendix. Then note that we will simulate four historical events: the American revolution, French revolution, Russian revolution, and the current polarization in the US. Could you do this paper with the images I have given you so far of the American revolution and your analyses of them. Please put the paper in latex format that I can put into overleaf. We will keep adding to the paper as it develops. Thanks.

Let us review where we are so far to be more rigorous in our demographic analysis. What four groups can we put the population in at the beginning of the american revolution using Haidt’s criteria of oppression / liberty and authority / subversion? Create a table with % of the population in each group, their x, y means in attribute space, their relative mass, their Hooke’s constant value, and their loyalty (patriot, loyalist, neutral, opportunostic). Please identify the sources of data used to generate this table.

Look through history in terms of alliances among these groups to determine what the interaction matrix should be and then generate the matrix as + for attraction and – for repulsion among these groups.

Look through the history of the American revolution. How many final factions were there?

What are the sources for this data?

What are the demographics for each of these factions and what are the sources for that determination?

Is there a source(s) that identifies these 5 factions and lists them as you have listed them?

We have selected the X axis of the simulation being Haidt’s criterion of Liberty, The Y axis is Haidt’s authority criterion. Review historical data and provide estimates of the initial conditions for the simulation as a table with the first column 1) group description / name, 2) percent of population, 3) mass factor, i.e., degree of agency / influence, 4) Hooke’s k stability in attribute space. 5) X axis mean 6) Y axis mean. 7) Loyalty profile – patriot, loyalist, neutral, opportunistic. Please also provide the source list for this demographic data.