AI and L. circuits diagram

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Lowell Cochrane

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Jun 12, 2025, 4:23:48 PMJun 12
to Jaraymaker via Lonergan_L
Just for fun I was asking Claude, the AI agent, about Lonergan's economics theory. After a series of probing questions, it more or less created the attached document summarizing it.  That is maybe par for the course. I also asked it to describe the circuits and crossovers using logical notation, which it did. I am not savvy enough to know how well it did it, or if it had a direct source to copy, but it looked promising. SO I then asked it to create a web simulation of the circuits where the user could manipulate values.  It is a simple HTML file which you should be able to run from your desktop in any browser.  It may be complete fabrication or it may have something to it so it could be worked on. In any case, I figured I'd share just for fun.



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-Lowell
lonergan-economics-viz.html
LonerganEconomics.rtf

re...@yahoo.com

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Jun 12, 2025, 6:06:06 PMJun 12
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I thought the summary was pretty good.


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Doug Mounce

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Jun 13, 2025, 11:02:03 AMJun 13
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Lowell Cochrane

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Jun 13, 2025, 3:05:47 PMJun 13
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Ha!  Yes, the simulation took about a minute for the AI to create and then a few more prompts from me to adjust the visuals.  I'm not sure it means much as the amount of money seems to increase exponentially.
But what is maybe most interesting are the responses from the AI agent during discussion.  See conversation pasted below.  I've also attached an educational animation that it created. Again, this is more or less something it has done on its own from its own research online.

from Claude's Opus 4 AI.

so, I ran it in automatic and it stayed in equilibrium until it maxed out. So in the end the temporal dynamics lines all look flat, and all numbers stop increasing. Can you explain what the numbers represent? If they are money, then there should be a certain amount of money in the system distributed through the circuits, with new money coming in somehow but not this exponential increase that we currently see in the simulation. can you explain the meaning of the numbers and consider if we are simulating this correctly?

You're absolutely right to question this! The current simulation has a fundamental flaw in how it represents Lonergan's model. Let me explain what the numbers should represent and how we need to fix the simulation.

What the Numbers Actually Represent in Lonergan's Model:

In Lonergan's circulation analysis, the numbers represent flows of money per unit time (like dollars per month), not static amounts. Think of it like water flow through pipes:

  1. Outlay (O', O"): Money spent per period on production (wages, materials)
  2. Income (I', I"): Money received per period by workers/firms
  3. Expenditure (E', E"): Money spent per period on goods
  4. Receipts (R', R"): Money received per period from sales
  5. Production: Physical goods produced per period

The Key Insight We're Missing:

Lonergan's model is about velocity and circulation, not accumulation. Money doesn't pile up - it circulates. The same dollar can flow through the system multiple times. Growth comes from:

  1. Increased velocity of circulation
  2. Productivity improvements (more output per dollar)
  3. Pure surplus income - genuine new value creation
  4. Credit creation - new money entering appropriately

What Should Actually Happen:

The "Pure Cycle" isn't about exponential monetary growth but about phases of reorganization:

  • Equilibrium: Steady circular flow
  • Expansion: Capital investment increases (diverts flow from consumption)
  • Income Generation: New capital creates more income flow
  • Crossover Coordination: Optimal balance between circuits
  • Proportional Growth: Both circuits expand together

Why Our Simulation Fails:

  1. We're treating outlays as accumulating stocks rather than flows
  2. We're not modeling the circular nature properly
  3. Money appears from nowhere instead of circulating
  4. Phase transitions aren't based on the right dynamics

What We Need to Change:

  1. Fixed money supply that circulates between circuits
  2. Velocity changes to represent growth
  3. Productivity multipliers to show real growth
  4. Credit injection at appropriate phases
  5. Phase detection based on flow patterns, not size

Would you like me to redesign the simulation to properly represent Lonergan's circulation model? The key would be showing how the SAME money moves faster or more efficiently through the circuits, rather than money magically multiplying.

L

this sounds good, but I think there is a component of Lonergan's model where new money does come in, either via central banks or other investments. Otherwise the economy would be static overall, no? If that is the case, please research to make sure we know if this is true and how it comes in, so if we need a new element in the flow to account for this.

You're absolutely correct! Lonergan does indeed account for new money creation in his model. Based on the research and reviewing the documents you provided, here's what we need to understand:

Lonergan's View on Money Creation:

From the first document: "The quantity of money infused by the Central Bank must be properly calibrated to serve the normative requirements of the actual magnitudes and frequencies of turnovers in the productive process"

Lonergan warns: "Our contention is that a large discretionary injection of "free money" into the channels of Demand -- whether by the Fed or the Treasury -- rather than as "money justified" through the channels into productive supply, [(S'-s'O') and (S"-s"O")], is intrinsically inflationary."

How New Money Enters in Lonergan's Model:

  1. Credit Creation by Banks: Modern research confirms that "commercial banks are the main creators of the money supply" through lending, not just intermediating existing deposits Taylor & FrancisBankofengland
  2. Central Bank Operations: Through asset purchases and monetary policy
  3. Pure Surplus Income: This is Lonergan's key insight - genuine new value creation through productive innovation and efficiency gains

What We Need to Add to Our Simulation:

  1. A Credit Creation Node:
    • New money enters through productive lending
    • Should connect to both circuits based on loan purpose
    • Rate varies by phase of the cycle
  2. Pure Surplus Income Flow:
    • Represents genuine productivity gains
    • Emerges during expansion phases
    • Must be properly distributed
  3. Monetary Drainage:
    • Loan repayments destroy money
    • Savings that don't recirculate
    • This prevents infinite accumulation

The Correct Dynamic:

The economy isn't static because:

  • Velocity changes: Same money moves faster/slower
  • Credit expands/contracts: New money created for productive purposes
  • Productivity increases: More output per unit of money
  • Pure surplus emerges: Real value creation through innovation

Would you like me to redesign the simulation with these proper money creation and destruction mechanisms? The key is showing how new money enters appropriately through productive channels rather than just inflating the system.






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lonergan-pure-cycle-animation.html

Doug Mounce

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Jun 15, 2025, 12:15:00 PMJun 15
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just . . . wow - no wonder no one seems to know what this means for how things will change.  

I notice the Lonergan Workshop on Consciousness this week has one talk by Enric Boix (maybe "-Adsera"?) on "“Learning and Reasoning in Neural Networks and AI.”



Lowell Cochrane

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Jun 15, 2025, 6:02:36 PMJun 15
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yes, I'd be interested in that talk.  From my experience so far, AI can show quite a degree of reasoning at surface and that produces real results. I suspect the differences between human and AI intelligence will reveal themselves in all the quirks you encounter while working with AI. oddly, in my brief experience the biggest flaws are more in the judgments than the reasoning.
Attached is the latest version of the economics bit. Keep in mind as you look at it that no information was supplied by me, only prompts on what to add and some questioning of approaches it took, and what to include or not include. None of the language in there is mine.



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lonergan-enhanced-with-features.html

Lowell Cochrane

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Jun 17, 2025, 8:03:32 AMJun 17
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Okay, last one...  Asked AI to create a narrative based on a pretend economy implementing Lonergan's economics. 
A few false starts as it was trying too hard to make it sound like a panacea for all economic ills! But here is the final result, for interest.

_Lowell

On Sun, Jun 15, 2025 at 12:15 PM Doug Mounce <doug....@gmail.com> wrote:


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-Lowell
EconomicNarrative.rtf

Doug Mounce

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Jun 20, 2025, 3:27:15 PMJun 20
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Lowell, I forwarded your work to Mary at the BC conference but I don't know if it found its way to Enric.  

Inspired by your results, I tried to create a "spinometer" based on what I know from working with an engineering group on the MRFM technology.  The possibilities for content creation clearly are phenomenal.  My son works for a company that has a more robust license to these resources, and I can only imagine what someone steeped in the coding world might create.  I am quite astounded, and thank you again for showing us this example!



mrfm.html

Lowell Cochrane

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Jun 23, 2025, 1:40:14 PMJun 23
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Yes, it will at the very least force us to contend with what is unique in human intelligence. Schools are wrestling with it now, as most measures we've been using are things that AI can do very easily.    What I find the most telling is how much these AI tools try to please the user, even to the extent of misleading them (this has happened to me many times).  There is a "telling you what you want to hear" sort of attitude. I am not sure if that is from the content of their training (conversations by humans recorded online on the WWW) or if they have been trained specifically to always be positive.  I've lost more than a few day's work finding out eventually that the AI cannot do what it insisted it could do. I think they call it "alignment faking". https://www.youtube.com/watch?v=9eXV64O2Xp8  

Your spinometer looks great, although I don't know what it is showing me! Did the AI agent create that?

Attached is the latest from the LB conomics educational tool. I added in some sections on economic data that would need to be tracked to implement LB's system, and then a section on democratic institutions for decision making at the crossovers.  The file is getting a little long and untidy for a single HTML file.  I may use it as a basis of creating a more fulsome site with a better UI/UX.  

I use Claude (with a membership) and you can create a "project" that allows you to upload files that the AI agent can reference. Those files can be implementation plans, or in the case of the Lonergan site, the background documents that the AI created during its research mode. It can also connect to a Github repository so you can work on a more complex site and ask it to write, or rewrite code files. Because it has access to the "context", it will do a pretty good job of fixing things or creating what you want. There is still the issue of a particular "chat" running out of runway and having to start a new one, even while in the midst of working on something.  So when that happens, you need to recontextualize the new chat so the AI doesn't go off on a new tangent and undo or re-design what you've been working on.  It also has the tendency to recreate each code document from scratch rather than editing the existing file, which can lead to unwanted changes.

Anyway, interesting times!





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-Lowell
lonergan_enhanced_with datatrack-dem.html

John Raymaker

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Jun 23, 2025, 4:09:49 PMJun 23
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Lowell, you touch on very technical details affecting the diagrams and interpretations-"claims" or argumentations in CWL 15, 21. 
Could you please tell us how you came to your conclusions on the diagrams?
Are you planning to address this to a larger Lonergan audience than we have here on this site? (I'm assuming your explorations need vetting before going public).

Well-known professional economists have ignored CWL 15, 21.Could your suggestions serve as a needed preliminary way of addressing the issue of CWL 15, 21 being ignored? Interesting that you and/or Doug are using Claude (with a membership)!

John 

Lowell Cochrane

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Jun 23, 2025, 4:29:43 PMJun 23
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Hi all.
This was purely for interest, to me and likely, I thought, to others on the listserve who are likely far more versed in LB's economics than I.  Definatel not something I intended to be presented in any formal way. The items I sent were exactly as I described - an experiment involving AI and how well it could interprete and summarize Lonergan's econonomics from the information available to the AI agent online. If I go further with all of this, I'll be sure to let you know.

Cheers
Lowell




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-Lowell

Pierre Whalon

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Jun 24, 2025, 4:30:18 AMJun 24
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Hi Lowell,

Thanks for taking this on. To John’s question, are you going further with this research? People need to learn about the value of L’s theory, and as Hugh pointed out, our book is no easy read…

Pierre



Hugh Williams

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Jun 24, 2025, 10:10:07 AMJun 24
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John and Pierre et al,

No, John’s and Pierre’s recent book (Attentive, Intelligent, Rational, Responsible, 2023 (AIRR)) is not an easy read … however, I’m increasingly persuaded it is a must read, especially for serious Lonerganians with strong Western and Christian sympathies. Let me give four reasons for this (admittedly this is an emerging and developing argument, but one that must be considered …)

1)     For Christians who use Lonergan to think about their Christianity in today’s world, they will recognize there being something to what I’m calling the Rahnerian-Gilsonian ‘evangelical’ concern about a tendency in Lonerganian thought that tends to overlook or forget the ‘specificity’ of Christianity. (Perhaps it is the Africans who may have something especially relevant to say on this …)

2)     However, Lonergan, I believe, has addressed this specificity in his Christology which leads to a careful and extraordinary re-consideration of the Trinitarian superstructure in Christian doctrine, where the Spirit’s role and work can now be considered as significant as that of the ‘Son’. In my own view, this has some Scriptural basis as well because of the two fundamental doctrines of ‘the bodily ascension’ and ‘the descent of the Holy Spirit (Paraclete)’. Fred Crowe, in his treatment of Lonergan’s Christology, draws these insights out from Lonergan’s theology in a very powerful and relevant manner, in my view.

3)     This then may return some of us to Dominic Crossan’s complaint (as well as Phil McShane’s) directed at N.T. Wright’s, perhaps, hyper-focus on the bodily resurrection doctrine … and how practically we still will be faced with the questions of its effective ‘meaning for us’ and of ‘what practical difference’ it is going to actually make for us … especially in todays’ complex world given our present circumstances and the desperate and time-sensitive need/necessity for 'us' to move from 'personal authenticity' to some semblance of ‘communal authenticity’ by way of the two communal conversions – in economy and in ecology insistently articulated in AIRR’s GEM-FS methodology.   

4)     This as I see it is the powerfully timely context for Raymaker’s and Whalon’s ambitious text and its proposed project, along with its high relevance, at least for the Christian side, for any ongoing Christian-Marxist dialogue, especially with Chinese Marxists, especially today in our present Geo-political circumstances … 

     see this link for some background on at least some of the significant, exciting, and even hopeful theoretical and policy work being done in China from the Marxist side … https://monthlyreview.org/2024/10/01/marxist-ecology-in-china-from-marxs-ecology-to-socialist-eco-civilization-theory/

thanks again

(please let’s have a little feedback on these 'wild thoughts'  …)

Hugh

Lowell Cochrane

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Jun 24, 2025, 1:25:59 PMJun 24
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I have to admit I am a complete amateur in this domain. Part of why I began to look at LB's economic theory again was the confluence of world affairs, a generational criticism of our current "system", and recent elections in Canada. Add to that, a desire to know if LB's theory was really something that could provide a solution, or if it was an artifact of its time, or if its critical insights were already a part of modern economics.  Perhaps all of these questions reveal the uncertain nature of my own knowledge - I can read LB's text and summaries thereof, but not really knowing well enough the theoretical basis of modern liberal economics, I don't feel I compare properly to make any judgements.  So using AI was a way (in my leisure time) to ask those questions of the AI agent (one that is fairly powerful).  However, I understand perfectly that this route can't sidestep proper understanding of the topics, if only because one has to judge the answers given by AI. So what I have done is a start, and a bit of fun.  

That being said, I was quite excited by the results, in that the AI agent seemed able to compare and contrast, and hone in on key differences.  What I don't know is if the AI agent is simply parroting those sentences from its online research that seemed relevant to my questions.  However, I feel there is more to it than that. I forget the exact phrasing, but I believe LB stated one of the goals of his economics to speak plainly to plain people, as without the democratic institutions to support it, it would be no different than the current technocratic systems of expert-run economies (be they socialist or liberal economies).  I was also impressed by the response it gave when I asked what institutions in Canada come close to the idea of LB meant by radical democratic controls.

My urge to pursue it further is partly based on my son's comments about the failures of the economy in terms of opportunities for his generation, in particular the transformation of certain things like homes (basic circuit goods) into investments, and other ways that wealth moved from the many to the few systematically as they distort "natural" circuits.

What would be most enlightening is if someone with a far deeper understanding of CWL15 and 21 could point out glaring errors in what I forwarded this far.

John, I'm unsure of the full meaning of your responses, but one point I could make is that taking an all or nothing approach in implementing GEM-FS as a precondition of progress is surely doomed to failure. Society has failed largely to just get people to buy into the truth of the atmospheric greenhouse effect, let alone make any headway in mitigating GHGs.  But that isn't really a surprise -  we only have to look at our own journeys' just trying to appropriate LB's thought and one's own dynamics to realize it is a series of baby steps, most of which are purely under the agency of individuals and not imposed (taught) from the outside to any lasting effect.  Like the economy, the climate will likely have to undergo a true crisis before humanity, as a whole, re-thinks its positions and has the will to work at it.  But we can prompt and nudge, if only ourselves.

Lowell



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-Lowell

Hugh Williams

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Jun 25, 2025, 10:14:23 AMJun 25
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Lowell, John, Pierre, Doug et al,

 This note from Lowell is, in my view, a strikingly fresh and important email to, and viewpoint for, this Lonergan- discussion-group and beyond …

This use of AI, as recounted, is a new development and should (note to self!) not be dismissed. Personally, I do not use it. I will confess to being somewhat of a luddite and yet do recognize the irony of confessing this on this communication medium.  

Nevertheless, I’ll intersperse further comments on this good email note in the body of the text below at ‘HW’ …

thanks

Hugh

 

Subject:

Re: [lonergan_l] AI and L. circuits diagram

Date:

Tue, 24 Jun 2025 13:25:42 -0400

From:

Lowell Cochrane <lowell....@gmail.com>

Reply-To:

loner...@googlegroups.com,

To:

loner...@googlegroups.com

 

I have to admit I am a complete amateur in this domain. Part of why I began to look at LB's economic theory again was the confluence of world affairs, a generational criticism of our current "system", and recent elections in Canada. Add to that, a desire to know if LB's theory was really something that could provide a solution, or if it was an artifact of its time, or if its critical insights were already a part of modern economics.  Perhaps all of these questions reveal the uncertain nature of my own knowledge - I can read LB's text and summaries thereof, but not really knowing well enough the theoretical basis of modern liberal economics, I don't feel I compare properly to make any judgements.  So using AI was a way (in my leisure time) to ask those questions of the AI agent (one that is fairly powerful).  However, I understand perfectly that this route can't sidestep proper understanding of the topics, if only because one has to judge the answers given by AI. So what I have done is a start, and a bit of fun.  

 

HW: Your use of AI in L studies is a new and important development that should not be dismissed. As for being a complete amateur, … most of us would have to admit to still be learning when it comes to this Canadian thinker of considerable standing in the history of ideas. Personally, I’m trained as a philosopher and not an economist, and it is through philosophy that I’ve come to consider Lonergan and his theory of economy. However, with the help of both Phil McShane and Michael Shute and a few others, I’ve tried to learn as much as I can of L’s economics. I like to believe I know my strengths and limitations in this regard, and yet often need the assistance and dialectical interchange with others.

 

All that being said, I think I can say that with Michael Shute, some seven years ago now, I’ve had some direct experience trying to confront the issue of the ‘testing and implementation’ (see attached) of L’s theory of economy in the jurisdiction of NB where I live. I will not go into the details here but I will say that I’ve witnessed firsthand the (rhetorically) violent reactions of academic economists to L’s economic proposals. On the other-hand I’ve also witnessed a general openness and curiosity around the ‘implementation’ challenge by a few applied economists and accountants responsible for public policy. Was it a passing fleeting curiosity? Perhaps, … nonetheless, John’s and Pierre’s good text (AIRR, 2023) renews the discussion and debate (the controversy) and does so on a global level in a more pressing and urgent historical context …    So please, let us not give up on the question, nor on the inquiry that you’ve undertaken.

 

That being said, I was quite excited by the results, in that the AI agent seemed able to compare and contrast, and hone in on key differences.  What I don't know is if the AI agent is simply parroting those sentences from its online research that seemed relevant to my questions.  However, I feel there is more to it than that. I forget the exact phrasing, but I believe LB stated one of the goals of his economics to speak plainly to plain people, as without the democratic institutions to support it, it would be no different than the current technocratic systems of expert-run economies (be they socialist or liberal economies).  I was also impressed by the response it gave when I asked what institutions in Canada come close to the idea of LB meant by radical democratic controls.

 

HW: I’d like to hear more on your AI findings re. institutions that might support ‘radical democratic control’ … It is pretty clear to me that with L’s economic theory we are facing what is often called a paradigm shift that has some analogies for economy with what happened in the shift from the Ptolemaic view to the Copernican view in astronomy. My academic economist bristled with anger at the prospect that L’s economic theory might have that level of speculative significance for the field of economics. He had to settle down a bit when I pointed out that part of Copernicus’ motivation to pursue a different theoretically systematic outlook was the fact that astronomers at the time simply did not agree among themselves in their various astronomical investigations. This often has been the experience among economists, though there is a strong tendency to coverup or downplay the significance of this. It is true that practically Ptolemy’s theory and calculations are still relied upon in certain restricted areas of concern because, as with some sailors, they are still deemed to be simpler and more functional for certain limited applied purposes. However, most conscientious inquirers who take seriously the signs of the times will not deny that our economic development models require a fundamental re-thinking, and that the field of economics in many quarters has been engaged in some serious degree of self-criticism in recent years. Nonetheless, the discipline of economics is naturally highly protective of its status and remaining authority. But this, in my view, really is a matter of what remains of its present cultural status and is no longer one of its actual speculative and theoretical reliability.  

 

My urge to pursue it further is partly based on my son's comments about the failures of the economy in terms of opportunities for his generation, in particular the transformation of certain things like homes (basic circuit goods) into investments, and other ways that wealth moved from the many to the few systematically as they distort "natural" circuits.

 

HW: This is exactly my point above, or at least is significantly supportive evidence for it …

 

What would be most enlightening is if someone with a far deeper understanding of CWL15 and 21 could point out glaring errors in what I forwarded this far.

 

John, I'm unsure of the full meaning of your responses, but one point I could make is that taking an all or nothing approach in implementing GEM-FS as a precondition of progress is surely doomed to failure. Society has failed largely to just get people to buy into the truth of the atmospheric greenhouse effect, let alone make any headway in mitigating GHGs.  But that isn't really a surprise - we only have to look at our own journeys' just trying to appropriate LB's thought and one's own dynamics to realize it is a series of baby steps, most of which are purely under the agency of individuals and not imposed (taught) from the outside to any lasting effect.  Like the economy, the climate will likely have to undergo a true crisis before humanity, as a whole, re-thinks its positions and has the will to work at it.  But we can prompt and nudge, if only ourselves.

 

HW: We do have to realize that L’s major contribution as GEM-FS is methodological. It is both an individual and collective methodology that is dynamic. Arguably what is at stake in its implementation is the more or less effective application of our intelligence, not just individually but also collectively, in the face of the civilizational challenges in both economy and ecology. I do think we in the West presently confront special challenges in such application. GHGs and the political-economic issues surrounding these are a case on point. There are what can be called capitalist driven forces and lobbies that have worked and continue to work very hard to resist necessary policy changes and to effectively obscure our public understanding of the issue. And it is much more than a matter of personal change and effort. It has also to do with moving from personal authenticity to communal authenticity, and so will be a matter not only of ‘personal virtues’ but also one of meaningful ‘governance, policy, legislation, and law’. This in part is why I keep raising the Christian-Marxist-dialogue-context, with special and new attention to the work of Chinese Marxist scholars in this whole area. I also believe it can aide us in a serious reading of John’s and Pierre’s good text and, as I’ve come to see it, in coming to recognize some of the significant advances it makes in this regard …

… and one final point in response to your excellent email … I’ve recently fantasized about a virtual seminar (time limited) sponsored by this Lonergan-discussion-group for some of us to meet one another virtually and to discuss further John and Pierre’s AIRR and this question of both ‘testing and implementation’ …

 

Again, keep up the good work …

Economics of Social Services.doc

Hugh Williams

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Jun 25, 2025, 12:35:46 PMJun 25
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After having sent my last post responding to Lowell's June 24 email ...

I now see this earlier email and its attachment which I only now have just read.

(I've tended to avoid AI generated stuff as I indicated in my earlier email.)

But this really warrants consideration and so I read this attachment quickly.

In quickly reading this AI generated treatment of L's theory of economy ...

(I basically will leave the symbolic representations which comes at the end to the logicians and mathematicians

to consider ... though I must add here that I believe that there is a deep epistemological and metaphysical

issue as to the relationship between such symbolization and what I'd call our existential reality. It has to do

with the question of so-called isomorphism in Lonergan and the question of 'similarity' between thought and reality.

I'd also dare say it has something also to do with what John and Pierre call in their text L's twofold heuristic - classical and statistical.

Dare I say further that this deep philosophical issue having to do with the relationship quality and quantity,

also bears upon Marx's theory of value and John and Pierre's treatment of this in their AIRR text.)

... I found overall nothing that would be considered grossly in error. There are subtle minor things here and there that I might rephrase or add.

The many allusions to the coop movement in Canada as the closest historical examples of 'Lonergan-like' implementation

is very significant for me, and I believe, again, does support my appeal for a renewal of the Christian-Marxist dialogue to sort out 

some of the lessons of history in this regard and the realistic pointers for the future movements ...

Hugh


-------- Forwarded Message --------
Subject: [lonergan_l] AI and L. circuits diagram
Date: Thu, 12 Jun 2025 16:23:32 -0400
From: Lowell Cochrane <lowell....@gmail.com>
Reply-To: loner...@googlegroups.com
To: Jaraymaker via Lonergan_L <loner...@googlegroups.com>


Just for fun I was asking Claude, the AI agent, about Lonergan's economics theory. After a series of probing questions, it more or less created the attached document summarizing it.  That is maybe par for the course. I also asked it to describe the circuits and crossovers using logical notation, which it did. I am not savvy enough to know how well it did it, or if it had a direct source to copy, but it looked promising. SO I then asked it to create a web simulation of the circuits where the user could manipulate values.  It is a simple HTML file which you should be able to run from your desktop in any browser.  It may be complete fabrication or it may have something to it so it could be worked on. In any case, I figured I'd share just for fun.



--
-Lowell
lonergan-economics-viz.html
LonerganEconomics.rtf

Lowell Cochrane

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Jun 26, 2025, 8:41:10 AMJun 26
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Thanks for this very thoughtful response Hugh.
I will go through the attachment in due course.
A few immediate thoughts: I think that approaching the implementation challenge as a matter of convincing current economists to change their entire theory of the economy is perhaps the most difficult approach we could imagine.  Akin to trying to convince Thomas Moore on the question of 'the marriage'!  
I think the people to convince are those who sense there is a problem with their society and looking for answers to those problems.  Placing LB's ideas (not necessarily the entire theory, but key insights of the theory) in their path will inevitably lead to some portion (maybe a fraction of a percent) picking up on them and running with it.  If LBs theory is indeed a third way and indeed offers a framework to short circuit the current distortions in our economy, then something will emerge.  It is too convenient to rail against entrenched economists as being biased and blind to "the truth" of LBs theory, especially as most of us pursue it as a matter of faith-in-Lonergan rather than concrete understanding.  Like LB would say, the student rarely rises to the master (I think not because of ability, but because it si too hard to jump aboard a moving train).  In my opinion, LB will be a catalyst to other thinkers pursuing their own frameworks with LB as an influence (great or small).  LB said that we should read thinkers "generously", mulling over their thought, and taking up what we judge to be real and leaving behind what isn't or what we can't determine.  We shouldn't allow ourselves to identify our thinking with an individual or a school.  
Ultimately, any progress will be driven by the enthusiasm and will of individuals, and individuals who can convince others of walking side by side with them.  At its core, the implementation is a political endeavour, not an academic one.

More food for thought here.  I questioned AI on the position that Lonergan takes on modern economists not acknowledging more than one circuit. As I knew that some regular economic data included manufacturing good, etc.. I was curious if LB's surplus circuit was being dealt with in other ways in modern economics.  Here is the response from my question in AI.

My prompt: Lonergan aside, can you assess the question based on research into current theory. I don't want to assume the Lonergan position that there is only a single circuit in the modern framework, I want to know how a modern economist who has never heard of Lonergan would answer that question.


AI response:


Based on my research into current modern economic theory (setting aside Lonergan), here's how a mainstream economist who has never heard of Lonergan would answer the question about monetary circuits:

Modern Economic Theory: One Primary Circuit with Multiple Sectors

A modern economist would typically describe the economy as having one primary circular flow of money, but organized across multiple sectors rather than multiple independent circuits. Here's their framework:

The Standard View: Five-Sector Circular Flow

The complete circular flow has five sectors: a household sector, a firm sector, a government sector, a foreign sector, and a financial sector. Circular Flow of Income - GeeksforGeeks The five-sector model consists of (i) households (the public sector), (ii) businesses, (iii) government, (iv) the foreign sector, and (v) the financial sector. 6.12 The financial sector: A summary and overview – Macroeconomics

Single Integrated System

Modern economists view this as one interconnected system where:

  1. Unified Flow Logic: The circular flow model demonstrates how money moves endlessly from producers to households, then back from households to producers. It factors into a country's gross domestic product (GDP). The Circular Flow of Income
  2. Sectoral Interactions: The flows of money among the different sectors of an economy... accounting rules tell us that the flow of money in must equal the flow of money out. Chapter 5 Money, Banking and the Financial Sector | Macroeconomics
  3. Equilibrium Focus: As long as lending (injection) is equal to borrowing (leakage), the circular flow reaches an equilibrium and can continue forever. 6.12 The financial sector: A summary and overview – Macroeconomics

Key Theoretical Framework: DSGE Models

The dominant modern approach uses Dynamic Stochastic General Equilibrium (DSGE) models, which:

Dynamic stochastic general equilibrium modeling (abbreviated as DSGE) is a macroeconomic method which is often employed by monetary and fiscal authorities for policy analysis, explaining historical time-series data, as well as future forecasting purposes. Dynamic stochastic general equilibrium - Wikipedia

At their core, DSGE models are built on microeconomic principles. They assume that individual agents (households, firms, governments) optimize their decisions over time in the face of random shocks. The equilibrium achieved when these optimized decisions interact across sectors of the economy forms the basis of DSGE analysis. The Guide to DSGE Models in Macroeconomics

Banking and Financial Sector Integration

Modern theory does recognize some complexity in money flows through the financial sector:

However, it is necessary to distinguish between the bank rate and the lending rate that is set by financial institutions. It is the lending rate that is important for economic agent financial decisions. The Circular Flow of Income

The financial sector—banks, other financial intermediaries, and financial markets—provides the foundations for debt and money, both crucial to a modern economy, and allows households to invest (often via financial intermediaries) in a much wider range of productive (but risky) assets. Bu

The Answer: One Circuit with Sectoral Flows

A modern economist would say there is one monetary circuit that flows through different economic sectors. They would emphasize:

  • Sectoral differentiation rather than functional circuits
  • Equilibrium maintenance across all sectors
  • Aggregate relationships (like GDP = C + I + G + (X-M))
  • Optimization by rational agents within the unified system

Alternative: Post-Keynesian Recognition

However, some heterodox economists do recognize multiple flow concepts. Monetary circuit theory is a heterodox theory of monetary economics, particularly money creation, often associated with the post-Keynesian school. It holds that money is created endogenously by the banking sector, rather than exogenously by central bank lending. Understanding the circular flow model in modern economics

But this remains outside mainstream thought, which continues to operate with the unified circular flow paradigm.

Summary

A mainstream economist would answer: One primary monetary circuit that flows through five interconnected sectors (households, firms, government, foreign, financial), with all flows ultimately part of a single equilibrium system governed by rational optimization and general equilibrium principles.


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PIERRE WHALON

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Jun 26, 2025, 8:59:42 AMJun 26
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Hi Lowell,

Thank you again for taking on the challenge!

A couple of remarks… L. Isn’t the only economist who saw that economies have two circuits. He was certainly indebted to Schumpeter for pointing to it, though L. Developed the insight more than S.

What would be a good start is to convince some economists to read CWL 21, at least. John and I see our book as following L’s conversions (« turnarounds ») and adding two more: the environmental and the economic. But until someone « picks up and reads » (thinking of Augustine) there is nothing to talk about, even if our reader were to conclude that Lonergan (and us) are full of it.

Anyway, please keep asking!

Pierre

Lowell Cochrane

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Jun 26, 2025, 1:12:41 PMJun 26
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Thanks Pierre.
As an exercise, I queried AI on the relation of Schumpeter's "dual circuits" and Lonergan's framework. Here is the summary portion of what it provided (it gave a longer explanation and comparison, but this was the gist of it):

Assessment: Related but Different

Similarities to Lonergan:

  • Recognition that bank credit creation is central to economic dynamics
  • Understanding that different types of credit flows serve different functions
  • Awareness that static equilibrium models miss essential dynamics

Key Differences:

  • Schumpeter's model is sequential (static periods interrupted by innovation), not simultaneous dual circuits
  • Schumpeter focuses on entrepreneurial disruption, while Lonergan focuses on systematic circuit balance
  • Schumpeter's cycles are about creative destruction, while Lonergan's are about functional coordination

Conclusion

Schumpeter did not develop a dual circuit approach like Lonergan's. While he recognized the importance of credit creation, the functional differentiation of credit types, and the dynamic nature of capitalism, his framework was fundamentally different. Schumpeter saw innovation as periodically disrupting a static circular flow, rather than identifying two simultaneously operating circuits with different temporal functions that require systematic coordination.

The connection exists in their shared emphasis on credit creation and monetary dynamics, but their analytical frameworks and policy implications are quite distinct.




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-Lowell

Hugh Williams

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Jun 26, 2025, 2:56:07 PMJun 26
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Listers all,

In our attempts to discuss political-economy again – by way of John’s and Pierre’s book (AIRR, 2023), or by way of reading Lonergan’s CWL 21, or by trying to gradually adhere together to some virtual seminar that would follow the most simplified and humble version of Insight’s arduous and (even painful) methodology when actually attempted of 1) beginning with our most relevant personal experience (story) of economy, 2) trying to interpret and understand this experience, 3) trying to assess and judge with others one’s level of confidence in the truth of one’s own account, and then 4) discerning on the basis of the ‘knowledge’ findings or outcomes from, what would not have been at all an easy first three steps or moments in the process, what action might be possible individually or collectively. (AIRR, p.40)

When one seriously considers such a proposal then one begins to appreciate a cautionary note to one’s study of economy where serious advertence to real world illustrations are urged (AIRR, 2023, p.209). There is and has been a strong passion for the mathematization of economic thinking that needs to be tempered and balanced with actual historical studies (something Marx and Marxism has tended in certain quarters to excel at in my humble view). It is not just because of the distorting ideological bias that can enter into such measurements and calculations, but because of the compelling mathematical intrigues that often are of little consequence and of interest only to economic specialists, and perhaps gives some veneer of being scientific without actually being able to effectively address the complex and very messy problems and issues of economy and ecology that we face today. This is not the concern and complaint of a philosopher from outside the field of economics but the reiteration of what comes from within the field itself and has been recently articulated by Thomas Piketty.  

The authors, after various attempts at rigorous systematization in terms of GEM-FS based ultimately on Lonergan’s economic thinking, in combination with the rich contributions from many others, suggest in Part IV of AIRR how this effort in systematic methodology might actually be used in addressing the many challenges we now face. They begin with the disarming admission that the GEM-FS approach is not a fully developed theory (p198). Instead, it should be taken as an approach that is more of a guide or aide for learning what needs to be learned (a heuristic) rather than as a theory in any strict sense. Nevertheless, if it should be taken up with this understanding, it will involve some discernment of GEM-FS’s healing potential – “a radical healing potential”.

They say this because Lonergan’s theory of economy requires what is awkwardly called an anti-egalitarian investment in the surplus economy for the sake of innovation. However, once this capital surge is exhausted a basic expansion is meant to follow with the raising of the standard of living for everyone. Justice then requires that the movement of capital beyond ordinary profit be directed to innovative projects that can help raise the standard of living for everyone.

It is in Part IV of the text (AIRR, 2023) that the authors go to work in drawing the last four functional specialties (FS – foundations, doctrines, systematics, and communications)) into their discussion. It will be a discussion of non-coercive foundational democratic measures that are intended to lead to viable economic policies systematically and adequately communicated. It is an effort to invoke levels of personal and communal commitment necessary for transcending previous horizons even (or more aptly, especially) in economics.[1]

This is expressed in terms of MiT’s second mediated healing phase where the authors say there will even be a need for apophatic insights. This GEM-FS methodology in its search for economic justice may well mean the adoption of a basic income for all with stress on income equality by gender and race. This would be the role of the redistributive function.[2]   

Thanks again

Hugh



[1] It is perhaps in fn.99 p.38, with reference to a previous work on Climate Change from ten years ago in the background and providing some context, where the authors most tersely and straightforwardly express the urgency of their appeal and effort, and it bears repeating here in this short commentary on the latter stages of the text – “GEM-FS gives us the needed criteria to explain why in these apocalyptic times of drastic change, conversion-turnarounds can develop viable policies across the globe to save what can be saved.”

[2] If I were to tell of my own experience of economy, a central element would be about working directly for what is known in my Western Nation and province as ‘pay equity’, a major 'cause' for redistribution of wealth. All that needs to be said at this stage as a type of ‘witness’ is that as a heuristic guide for this type of real concrete historical struggle which has been both complex and messy extending over at least some fourteen years, Lonergan’s theory of economy (along with that of Marx), and now this GEM-FS has been both a guide and aide. This has been so for me personally and beyond this personal witness … I can say that the transcendentals of intentionality ‘be attentive, be intelligent, be rational/reasonable/realistic, and be responsible’ as a basis for authentic collaboration with others has been taken up by others, and has been denied by none …

Hugh Williams

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Jun 26, 2025, 3:14:49 PMJun 26
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Listers all,

A correction is needed for the first part of the first line of the third paragraph in the email below -

it should read

'The authors, after various attempts at rigorous systematization in terms of GEM-FS based ultimately on Lonergan’s economic thinking fused with his philosophical-theology from both Insight and MiT ...'

with apologies

Hugh



Subject: Re: [lonergan_l] AI and L. circuits diagram and GEM-FS
Date: Thu, 26 Jun 2025 15:56:00 -0300
From: Hugh Williams <hwil...@nbnet.nb.ca>
Reply-To: loner...@googlegroups.com
To: 'PIERRE WHALON' via Lonergan_L <loner...@googlegroups.com>, loner...@googlegroups.com <loner...@googlegroups.com>

Lowell Cochrane

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Jul 3, 2025, 5:07:58 PMJul 3
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Hi all,
I decided to re-tackle the idea of building an actual economics simulator as a tool.
The following is a long way off being fully useful, but decided to share the work in progress.
You may find it displays best on Chrome. I had some issues with safari.
The site is on a development server:  https://storied-mooncake-f7bda7.netlify.app/

If you have any comments or suggestions, let me know. it is a bit of a black box at the moment, but let it play for a bit and see what happens.  I'm building it in stages, so it relies on the set values that really should be variables or emergent values. 



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-Lowell

Doug Mounce

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Jul 6, 2025, 12:32:09 PMJul 6
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That is a great application Lowell.  Given that all other presentations of Lonergan's ideas about economics are textural, this makes a significant contribution for those who might understand with graphics.  In particular, I liked the "council" button.  I would understand more if there was text describing the simplest ideas, two-circuits and two-flows for example, gradually advancing to differential equations.  But, even more graphics would be welcome if you could illustrate even one simple economy with pictures of the things people actually use.  In any case, thanks for creating this and I hope it garners some participation among the scholars who have contributed similar work (Amour 2013, Oslington 2022, Henman 2024).



Lowell Cochrane

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Jul 8, 2025, 8:43:03 AMJul 8
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Thanks Doug. Very very much a work in progress which may or may not lead to to something useful.  But in my experience, this sort of project has  a lot of pedagogical value, at least to the person working on it!.  At the moment, there are many glaring errors in how it works and many of the functions.

Have been working on various aspects to bring them back onto line with something resembling Lonergan's framework (which we may have to admit is incomplete).
Just for fun here is an analysis of the redistributive function as currently implemented (asked the AI agent to analyze the current code with respect to redistributive function).

The Redistribution Component (R) - Current Implementation and Lonergan-Aligned Improvements

Understanding Lonergan's Redistributional Function

Theoretical Foundation

According to Lonergan, the redistributional function (R) represents money engaged in non-productive exchanges - transfers that don't directly contribute to production or consumption. This includes:

  • Asset trading: Buying/selling existing real estate, stocks, commodities
  • Financial speculation: Trading for price appreciation, not productive use
  • Wealth transfers: Inheritance, gifts, gambling
  • Secondary markets: Any exchange of existing assets rather than new production

The key insight: R is not merely a "holding tank" but a functional component that can either support or undermine the productive economy.

Current Implementation Analysis

What's Working

  1. Basic Structure: The simulation has R as a separate pool tracking non-productive money
  2. Inflow Mechanism: Money flows into R during speculation phases
  3. Composition Tracking: Tracks real estate (50%), stocks (35%), commodities (15%)
  4. Phase Sensitivity: Different flow rates based on economic phase

Critical Weaknesses

1. Random Outflows

typescript
// Current implementation
if (phase === 'SURPLUS_EXPANSION' && Math.random() < 0.2) {
  // 20% chance money flows back
}

Problem: This randomness doesn't reflect Lonergan's insight that money returns to production for specific economic reasons.

2. No Asset Price Dynamics

  • R composition is tracked but prices never change
  • No bubble formation or crashes
  • No feedback between speculation and productive economy

3. Weak Economic Integration

  • R flows don't respond to:
    • Circuit imbalances
    • Investment opportunities
    • Liquidity crises
    • Asset overvaluation

4. Missing Functional Relationships

  • No connection between R size and economic stability
  • Pure surplus allocation doesn't affect R
  • Credit creation ignores R dynamics

Lonergan-Aligned Improvements

1. Asset Price System

Implement dynamic asset pricing that reflects both fundamentals and speculation:

typescript
interface AssetMarket {
  realEstate: {
    priceIndex: number;      // Current price (base 100)
    fundamental: number;     // Fair value based on economy
    momentum: number;        // Rate of price change
    speculativeRatio: number; // Speculation vs real demand
  };
  // Similar for stocks and commodities
}

Key Dynamics:

  • Prices rise when money flows into R (speculation increases)
  • Fundamental values track productive economy health
  • Bubbles form when price >> fundamental
  • Crashes occur when bubbles become unsustainable

2. Intelligent Outflow Triggers

A. Asset Crash → Forced Liquidation

When asset bubbles burst, money is forced back into production:

typescript
if (assetPrice / fundamental > 1.5 && momentum < 0) {
  // Bubble bursting - liquidation begins
  const panicSelling = R * crashSeverity * 0.3;
  // Money flows to whichever circuit needs liquidity
}

B. Investment Opportunity → Voluntary Redeployment

When productive investment becomes more attractive than speculation:

typescript
if (surplusROI > speculativeReturns && capacityUtilization > 0.85) {
  // Redirect speculation to productive investment
  const productiveRedeployment = R * opportunityAttractiveness * 0.1;
  // Flow to surplus circuit O"
}

C. Circuit Imbalance → Stabilizing Flows

When circuits are severely imbalanced, R can provide stabilization:

typescript
if (circuitRatio > normativeProportion * 1.5) {
  // Surplus circuit too large - support basic circuit
  const rebalancingFlow = R * imbalanceSeverity * 0.05;
  // Flow to basic circuit receipts
}

D. Liquidity Crisis → Emergency Support

During contractions, R can provide emergency liquidity:

typescript
if (phase === 'CONTRACTION' && employment < 0.85) {
  // Release speculative holdings to support employment
  const emergencySupport = Math.min(R * 0.2, liquidityGap);
  // Flow to basic circuit outlay
}

3. Speculation Feedback Loops

Positive Feedback (Bubble Formation)

typescript
// Rising prices attract more speculation
speculationInflow = baseRate * (1 + assetMomentum * contagionFactor);

// Success breeds excess
if (assetReturns > productiveReturns) {
  flowToR *= (1 + returnDifferential);
}

Negative Feedback (Self-Limiting)

typescript
// Overvaluation increases crash probability
crashProbability = Math.pow((price / fundamental - 1), 2);

// Speculation drains productive capacity
if (R / totalMoney > 0.25) {
  productivityPenalty = (R / totalMoney - 0.25) * 0.5;
}

4. Integration with Other Components

With Pure Surplus

Democratic decisions about pure surplus should affect R:

  • High reinvestment → reduces speculation (better returns in production)
  • High distribution → may increase speculation (more disposable income)
  • Public goods → reduces need for private speculation

With Credit System

Credit should consider R dynamics:

  • High R → restrict credit (speculation risk)
  • Low R → expand credit (productive capacity available)
  • R composition → affects credit terms

With Phase Detection

R should influence phase transitions:

  • Rising R during expansion → warning sign
  • Falling R during contraction → recovery signal
  • R volatility → phase instability indicator

5. Enhanced Visualization

R Node Enhancements

  • Size: Proportional to balance
  • Color: Green (low speculation) → Yellow → Red (dangerous)
  • Pulsing: Rate indicates flow velocity
  • Composition Ring: Show asset allocation visually

Flow Animations

  • Into R: Show money being "trapped" in speculation
  • Out of R: Show "release" back to productivity
  • Different colors: Voluntary (green) vs forced (red) outflows

New Metrics Display

  • Speculation ratio (R/Total)
  • Asset bubble indicators
  • Crash probability meter
  • Productive vs speculative returns comparison

Implementation Roadmap

Phase 1: Asset Price Foundation (Week 1)

  1. Create asset price data structure
  2. Implement fundamental value calculations
  3. Add momentum tracking
  4. Create price update logic

Phase 2: Intelligent Outflows (Week 2)

  1. Replace random outflows with triggers
  2. Implement crash detection
  3. Add opportunity recognition
  4. Create emergency flow logic

Phase 3: Feedback Systems (Week 3)

  1. Implement speculation contagion
  2. Add bubble dynamics
  3. Create crash mechanics
  4. Test self-limiting behavior

Phase 4: Integration (Week 4)

  1. Connect to pure surplus system
  2. Enhance credit decisions
  3. Update phase detection
  4. Refine visualizations

Expected Outcomes

Economic Behavior

  1. Natural Cycles: Speculation bubbles form and burst naturally
  2. Self-Regulation: Excessive speculation triggers its own correction
  3. Productive Priority: Money returns to production when needed
  4. Democratic Influence: Council decisions affect speculation levels

Learning Opportunities

Users will observe:

  • How speculation can drain productive capacity
  • Why bubbles are self-limiting
  • How democratic allocation affects speculation
  • The role of R in economic stability/instability

Conclusion

The current implementation treats R as a passive pool with random behaviors. Lonergan's theory shows R as an active force that can either support or undermine the productive economy. By implementing:

  1. Dynamic asset prices
  2. Intelligent outflow triggers
  3. Feedback loops
  4. System integration

We create a simulation that demonstrates Lonergan's crucial insight: speculation is self-limiting because it eventually undermines the productive base it depends on, forcing money back into productive use through market mechanisms rather than regulation.

This enhanced R implementation would make the simulation a powerful tool for understanding why purely financial economies are unstable and how democratic control of surplus can create more sustainable economic patterns.




--
-Lowell

Doug Mounce

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Jul 10, 2025, 1:18:39 PMJul 10
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Lowell, 
I remember meeting Phil here in Seattle where he tried to get folks to understand the simplest part of Lonergan's two-circuits, two-flows by illustrating them on the blackboard.  Now I recall that Eileen de Neeve used the triangle in one of her papers - have you thought about asking her to review your[sic] work?



Lowell Cochrane

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Jul 10, 2025, 2:10:04 PMJul 10
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I may in time. But I can see so many issues myself right now that I wouldn't want to waste anyone's time with a garbled version. I have De Neeve's book here for reference too.  One key difference from other diagrammatic representations thus far (including Lonergan's) is showing more of the "functions" in each circuit rather than the two-times-two-node versions of supply and demand in the baseball diagram (with the crossover functions all collapsed into one in the middle). While this may have encapsulated an insight for LB, I don't think it does for most people who haven't been "doing the work".  Currently, I picture the two circuits and wheels which rotate at different speeds (different gearing ratios) and the crossover/redistribution is a sort of transmission that could potentially be controlled (or poked!) by rational democratic councils in order to shift the accelerations back and forth between circuits depending on the state of the circuits and the road conditions!  But the giant challenge (aside from actually understanding things and likely correcting or filling out LB's theory) is that there is so much 'collapsed' into these nodes and relations between nodes, not to mention trying to provide realistic data to the simulation. A battle between generalization and reality - keeping the empirical residue at bay.

Saw this article, which I am not qualified to comment on, but food for thought.




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