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Cory Doctorow’s take on AI
Doctorow is really a sci-fi author but he got a name as a futurologist around the time of the dot-com bubble. This time, his comments on AI look more directly like prediction. See https://www.theguardian.com/us-news/ng-interactive/2026/jan/18/tech-ai-bubble-burst-reverse-centaur It’s not so much about what AI can or can’t do, nor how it works. Doctorow writes about the business model by which AI is being pitched to financiers and investors. His point is that this model won’t, and can’t, work as claimed.
1 like • 1d
I have already seen a couple of stories about the reverse centaurs: one at the Australian National University and one a friend who owns a tech company using AI to replace software developers. The Doctorow's radiology example explains what happens.
0 likes • 5h
The reverse centaur is a mode of alienation as this old message reminds us https://www.instagram.com/reel/DTTQfumgRvV/?igsh=bHRrbHBxcWxhNWQ1
MMT responds to their critics
This is a great clarifying piece from the thought leaders of MMT responding to their critics. They make the point to differentiate between a generalized description of money mechanics vs. specific implementation like the U.S. model. As has pointed out in the past, they clearly understand how the U.S. system clearly works under today’s self selected fiscal and legal constraints, such as the TGA must be funded prior to spending, no Treasury overdraft at the Fed, and the Fed cannot buy bonds directly from the Treasury. Supporters of MMT often conflate the need for the Fed/CB to create new Reserves by spending or lending, with the Treasury creating new reserves by Gov spending, but which the authors do not. Anything here anybody would like to point out or discuss? Anything anybody would like to add?
0 likes • 1d
@Jon Underwood >>No! Please show where the money came from that Treasury is spending. Please show using DEBK how Treasury spends new money into existence.<< Already shown here https://www.skool.com/stevekeen-free/mmt-responds-to-their-critics?p=a97c21ac and here https://www.skool.com/stevekeen-free/mmt-responds-to-their-critics?p=5fbebf77 You need DEBK + T-bond salees + Deficit spending + System Dynamics + OMOs to explain the causational effects that produce the current state of the financial system from any previous point in time. The separation between fiscal and monetary authorities is a fiction that does not obviate MMT. You are stuck around a transient/equilibrium point on the T-bond sale / Deficit spending transition. Your cause and effect is based in ideology. You are assuming that the private sector is rich and the government is both poor and limited to deficit spending and T-bond sales. This is a partisan "ideal". It takes more than DEBK, deficit spending and T-bond sales to explain how the government can exponentially inflate the money supply subject to the funding rules. A proper description also requires system dynamics and OMOs. You need to step back and understand (reproduce using Ravel) what I am saying. --Done
0 likes • 23h
@Jon Underwood >>Show me a ravel using ‘system dynamics’ that shows Treasury spending or Treasury deficit spending creating new reserves, and I’ll show you a ravel where Treasury is spending prior to receiving tax receipts or bond sales revenue.<< https://www.skool.com/stevekeen-free/mmt-responds-to-their-critics?p=a97c21ac and here https://www.skool.com/stevekeen-free/mmt-responds-to-their-critics?p=06ab799e
MMT’s 7 Inconvenient Truths
There are a few people I greatly respect for their wisdom in economics and the monetary system who are fans of MMT, and they have tried to explain to me what MMT is and how it works. The major MMT premise from what I can gather is something like this: "The Government issues money to spend first, and receives tax revenue and bond sales revenue later, so tax and bond sales revenue do not fund government spending and deficits don’t matter because the Gov can always issue new money to pay off the bonds." MMT as a whole can be summarized from what I have read primarily by some version of the 11 arguments below: 1. Gov tax receipts and bond sales revenue do not fund Gov spending. 2. The Gov issues new money to pay Gov bills. 3. The Fed issues new money for the Gov to spend by crediting the account of the Gov at the Fed. 4. The Bank of England issues new money for the Gov to spend by crediting the reserve accounts of the banks of Gov payees, paying Gov bills on the Government’s behalf. 5. Gov deficit spending causes negative Gov equity and positive public equity by the Gov printing more money to cover deficit spending. 6. The Gov sells bonds to reduce the supply of reserves and influence interest rates. 7. The Gov cannot go bankrupt and Gov deficits and debt aren’t a problem because the Gov can always print more money to pay off Gov debt. 8. What matters when the Gov runs a deficit is whether there is excess capacity in the real economy to put the money to use, and we should increase Gov deficit spending until inflation starts, which only happens when there is not any more capacity absorb new money, so new money at that point just starts to increase prices. 9. Interest rates should be 2% (or lower) to maximize output in the real economy, and deliver economic opportunity to the most amount of people, ideally everyone. 10. Gov deficits should not be feared and should be run to achieve full employment, otherwise we are wasting the opportunity to deliver full production, and build the largest economic pie for the everyone to share.
0 likes • 27d
@Jon Underwood We are going around in circles. When you asked me questions I gave answers. You need to address my responses. 1. You asked: >>As long as you do not allow treasury deficit spending with a treasury zero balance, so no overdraft allowed, ravel will show you the treasury deficit spending does not create new reserves. I have showed you this. Why do you disagree with ravel?<< Ravel does not show this. See the attachments Initial TGA > 0 balance. Bank reserves and NBNFS deposits both increase after deficit spending. I also attach the Ravel file. New bank reserves and deposits have been created that never exited before by deficit spending. If you believe that bank loans create deposits then tell me why treasury spending did not create deposits here? 2. My debunk of your substack post is still awaiting response. >>Repost the content here, as O keep saying I cannot access links, and I will show you all your mistakes, again!<< I had already reposted it on free here https://www.skool.com/debunking-economics-7964/mmt-responds-to-their-critics?p=39bb2011 Here it is again..... Let us repeat your proof from your substack ------------------------------------------------------------------------------------------------------------------- I repeat what you say: >>If we track the money supply, we have the following buying the bond: -Deposits (bond buyer) -Reserves (buyer’s bank) +Reserves (TGA) +Bond (bond buyer) = -D -R +R +Bond = -D + Bond The Public buying bonds redeuces deposits and decreases the money supply. The Deficit Spending looks like this: -Reserves (TGA) +Reserves (Payee’s bank) +Deposits (Gov Payee) = -R +R +D = +D GOV spending causes banks to create new deposits. Taken both together, which tracks the money supply from before the bond was sold until after the bond proceeds were spent: -D -R +R +Bond -R +R +D = +Bond.
0 likes • 26d
@Jon Underwood >>“Bank reserves and NBNFS deposits both increase after deficit spending.” No. Reserves are Fed Liabilities, and are transferred from TGA to banks, no net change, no net increase.<< Show this using Ravel OR show how what you say happens in my Ravel. >>Deposits were reduced when customers via banks paid taxes or bought bonds, which is how the TGA was funded by receiving the underlying existing Reserves<< This ignores causation (Ravel system dynamics) - should be "Deposits were reduced when customers via banks used bank deposits previously created by TGA spending to pay taxes or buy bonds." >>When the TGA spends those reserves, they are returned to the banking sector, which is where they were created by the CB expanding their BS to accommodate banks swapping their assets for reserves.<< Inaccurate. If I try to translatre my Ravel into the language that we have been using then it would read, "When the TGA "spends", the Fed transfers a portion of the TGA balances to banking sector reserve accounts of targetted banks belonging to the targetted recipients. These newly created bank reserve assets are offset by newly created bank deposit liabilities corresponding to the deposit account assets of the targetted spending recipients." The bank reserves and deposits are new money. Why? Because following our previous discussions about how bank loans create new deposits and hence create new M1, so too has government spending created new M1. You also stated that when a bank customer pays another customer, deposits are first destroyed when spent and created when received. The result in all cases is the same. Under the FFR other deposits owned by the NBFS are at some point destroyed through bond sales so that the TGA account at the Fed never goes into overdraft. >>No new net reserves. No new net deposits from public taxes or bond purchases after TGA spends these funds. Literally “borrow then spend.”<< When you say "net" you are welding bond sales to spending as if they are a single combined atomic process. Ravel does not do this because it takes into account the system dynamics in which these transactionas are separate. Hence your >>“borrow then spend.”<< ignores causation by design.
Modern Money Transactions - When Reserves & Deposits Are And Are Not Created.
A. Tax and spend creates no new net reserves and no net new deposits. Public paying taxes reduces public Assets -Assets (-deposits) Bank contracts BS making tax payments: -Assets (-reserves) -Liabilities (-deposits) Fed facilitates bank payments to UST via Liability Swap: -Liabilities (-reserves Treasury) +Liabilities (+reserves receiving bank) Treasury increases assets receiving taxes +Assets (+reserves) —-Treasury Spends—- Treasury spending causes a reduction in UST Assets: -Assets (-reserves) Fed facilitates UST payments to banks via Liability Swap: -Liabilities (-reserves Treasury) +Liabilities (+reserves receiving bank) Banks expand their BS when receiving Treasury payments on behalf of the public +Assets (+reserves) +Liabilities (+deposits) Public receiving Gov payment increases Assets +Assets (+deposits) UST Tax and spend: -D -R +R -R +R +D = 0 Ravel will show the same. —- B. Deficit Spending creates no new net Reserves and no new net deposits when the new bonds are sold to the public. Treasury expands their BS selling bonds: +Assets (+reserves) +Liabilities (Bonds) Public does an asset swap buying bonds: -Asset (-deposits) +Assets (+bonds) Bond buyer’s bank contracts their BS when their customers buy bonds: -Assets (-reserves) -Liabilities (-deposits) —-Treasury Spends Bond Sale Proceeds—- Treasury spending causes a reduction in UST Assets: -Assets (-reserves) Fed facilitates UST payments to banks via Liability Swap: -Liabilities (-reserves Treasury) +Liabilities (+reserves receiving bank) Banks expand their BS when receiving Treasury payments on behalf of the public +Assets (+reserves) +Liabilities (+deposits) Public receiving Gov payment increases Assets +Assets (+deposits) UST Borrow/Bond sale and deficit spend: -D -R +R +Bond -R +R +D = +B No net new reserves or net new deposits, but public equity increases by receiving new deposits equal to the bond, and the Gov equity decreases by amount of bond.
0 likes • 30d
@Jon Underwood >>You wrote >>A. Tax and spend creates no new net reserves and no net new deposits.... Yes! >>Fed facilitates bank payments to UST via Liability Swap: Yes! -Liabilities (-reserves Treasury)<< This shows an outbound Treasury payment ‘to’ a bank, I.e. Treasury spending. << You originally wrote >>Fed facilitates bank payments to UST via Liability Swap: -Liabilities (-reserves Treasury) +Liabilities (+reserves receiving bank)<< It is a typo. Should be -Liabilities (+reserves Treasury) Wrong '-' should '+'
0 likes • 29d
@Jon Underwood >>No. The funds that pay for the bond comes from a bank, a transfer of existing Ressrves, and those exact Ressrves are what the Treasury spends.<< These reserves DID NOT always exist. Take a look at the above plot. >>In fact, the ONLY funds the Treasury uses to deficit spend are from bond sales. No bond sale, no deficit spending.<< Where did the funds come from for bond sales? Take a look at the above plot. No matter what institutional reality you try to enforce, the underlying theory that describes how money works remains the same. Ravel is that law and it shows that the government is creating the fiat that cycles through the economy. >>Everything else about cycles of spending is a distraction, it’s a solution fur a different problem.<< On the contrary, the evidence for causation is contained withing the cycles of spending. This is precisely my point. >>You are solving a different problem with your cycles, the fact that we have a $30T economy but only $3T in Ressrves.<< This is a good point concerning the last plot where there are neither initial fiat nor bonds. In that last plot the CB "buys back the debt" by OMOs/QE or otherwise the economy dies. But this is not the case for my other simulations. It is perculiar to the zero initial condition case which requires bank loans to kick-start the economy. The demonstration of causation as we follow the money in the simulation remains unaltered as in all of my simulations. >>That means the bond sale is always the start of the Treasury being able to deficit spend.<< No. Equally the treasury spending is always the start of the NBFS acquiring the deposits to buy the bonds. It is a chicken and egg situation that can only be resolved by observing the system dynamics. You only understand the DEBK bit of Ravel. You also need to understand the system dynamics. This is a problem you need to address. Did you read about Newton's second law? Did you grasp the reason why I stated that Ravel is the "Newtons's second law of economics"? Ravel is a paradigm shift in economics.
My New Book
Fellow Rebels, my 300+ page book with 30+ charts on our Dual Ledger Circuit Monetary Operating System is out now on Amazon for $10 digital on kindle, $20 paperback & $30 hardcover: https://www.amazon.com/Everything-think-about-money-wrong/dp/B0FRZQY4P4 It’s my first book, and I never realized how much work it is, and how vulnerable you feel! I very much appreciate anyone’s and everyone’s support who buys it. Thank you, thank you, THANK YOU! 🙏 As many of you know, I focus on the Forensic accounting of our Dual Ledger Circuit Monetary Operating System, and chart transactions using .xls. (ravel soon if anyone wants to help me!). My book was written to be accessible to anyone of any knowledge level, but it also has something new for everyone! It turned into a labor of love, and later chapters grow in complexity, discussing some of the hardest subjects that effect the money supply such as cross border payments using Vostro and Nostro accounts. I did not have an editor, and the average person who reads it probably cannot see errors as easily as my fellow Rebels, so if you happen to read it I’d appreciate emailing me if you spot any typos or potential mistakes, or to challenge me if you think I just got something wrong. Thank you in advance! My personal email, please do not share: wunderwood11@gmail.com If you want to discuss any of the topics in the book or on the monetary system, I am happy to discuss on a post here, or by email, podcast, whatever!, just let me know. Thx! Here’s the back story for anyone interested… I was watching Jeff Eder of Progressive Money Canada and his presentation on the explosion of the money supply during Covid. He explained that he thought the cause was the banks were printing deposits and buying UST Bonds with them. I appreciated his data, but said to him I wondered if the bank deposits were causative or correlated? If banks can create money, which we know they do, can they issue new money to buy new bonds at auction?
0 likes • Nov '25
@Jon Underwood >>this thread is not the forum for you to be giving advice about the money mechanics in BoE article, MMT, UCL or MY BOOK!<< If that is this the case then why this? >>Btw, Here is an analysis I did on Substack to clarify the deficit spending issue: https://open.substack.com/pub/jonunderwood/p/dont-let-mmt-fool-ya-the-only-way?r=emteb&utm_medium=ios<<
0 likes • Nov '25
@Jon Underwood I have two questions about what you are saying here. >>So intellectually, what insights can you provide in light of the data that contradicts the MMT narrative?<< To be clear, I do not believe that the financial data you cite for the UK (for example) contradicts the MMT narrative. >>Since there has been no borrowing, and no increase in Ressrves, it’s extremely clear that the BoE is NOT creating new Fiat for the Treasury to spend.<< I believe you are again referring to Chart 1 of https://www.bankofengland.co.uk/markets/bank-of-england-market-operations-guide/our-objectives However there was "borrowing" (not a word I would use a la MMT) because there were treasury bond sales to the public - right?
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@gerard-borg-3805
I am a physicist and wireless engineer with a PhD in Plasma Physics. University researcher and lecturer in radio engineering, physics and mathematics.

Active 28m ago
Joined Jul 31, 2024
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