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Misallocation of huge amounts of US capital (trillions of dollars) away from healthcare, seniors and retirees, childcare and education into AI in the US is becoming an issue in the midterm elections of 2026.

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The retrieval of $4 billion in  capital from SPAC misallocation of capital back to HEIRS- Health, Education, Infrastructure, Retirees, and Societal needs leading to much needed Upward Mobility in 2022. WiIliam Ackman says he is returning the capital for this SPAC after failing to find companies that meet investment criteria. This SPAC hedge fund raised $4 billion on the New York Stock Exchange in July 2020 as an Initial Public Offering.

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US stock markets reflect AI capital misallocation fears, with NASDAQ down 2.2%, S&P 500 down 1.56% on November 20 2025, after NVIDIA results are announced. NVIDIA down 3%. Lyrarc articles this week showed major AI capital misallocation fears. This is a positive sign that the market is taking this into account so that financial exchanges operate correctly, reward good investments and downgrade bad ones with excessive risk.

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Prodigous investments in AI data centers is crowding out investment in essential infrastructure that would cut the cost of living in the US. Such as investment in pharmaceuticals in the US, investment in automobiles and rare earth processing, in housing and schools would reduce cost of living by bringing down prices and provide huge human returns for every dollar spent in addition to larger profits over a long period. Shown here is the AI data center for Microsoft in Atlanta. Microsoft has invested $34 billion the first fiscal quarter of 2025 alone, with similar investments by Amazon, Tesla, Google, and others for $400 billion capital allocation in 2026. Investments are also being crowded out in the replacing of the aging infrastructure of the US  of roads, rail, subways systems, transport systems, bridges, airports and ports. Some of these investments such as in ports and logistics are needed to make America a manufacturing and exporting nation. Economists loved to talk about crowding out of investment by the private sector when the government spending was significantly higher as during and after World War II. Today there is little talk about the massive misallocation of capital in the US economy. Where public infrastructure is ravaged by time and mismanagement as in New York political trends are calling for free public transport  and supported grocery stores in NYC, when the root cause the overall picture of the Nation's spending in rebuilding America is ignored or unaddressed, which would get to the root cause of the cost of living and quality of life issues that concern all the people of this Nation. ...

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In another sign of how the capital allocation system is failing America and how capital markets are malfunctioning, this report in WSJ shows how capital of $346 billion in 2021, much of it needed for vital investments in renovating crumbling US infrastructure, in chips and science, in education, is being wasted. Vital needs are being ignored in America in education when only one thirds of eight graders are passing NAEP test reading comprehension in the US. No one talks about it yet it is a fact that cannot be ignored. Yet underinvestment in education, health, infrastructure and public services happens as wasteful investment takes place as hundreds of billions of capital is diverted into ventures that have little meaning. Shown here is a robotic pizza maker that is going out of business. The Internal Rate of Return for venture firms was negative 7% in the third quarter of 2022. As president Biden said in The State of the Union this year "free markets without competition is not capitalism it is extortion." There is no competition in the planned misallocation of this type that fails common sense,  American families and children,  as well as financial rates of return. ...

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Three factors make up risk in diversification and risk reduction through bonds in 2025 with the estimated 1.5 -3 trillion in spending planned by 2030 with $400 billion in 2025 alone. AI in corporate bond indexes up to 15% and reach 20% by 2030 vs 40% of stock indexes (JP Morgan),  AI risk in bonds diversification from over issuance and downgrades is something to look at. One cannot assume bonds will reduce risk in the same way as before with overissuance of corporate bonds to power AI spending by Tech companies. There is also the risk to the Nation in the massive capital misallocation of funds that will crowd out essential spending in the crumbling infrastructure of the Nation, in education and healthcare, that degrade American leadership in industry, science and technology.

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WSJ points out that the wealthiest 400 billionaire families in America pay only 8.2% in taxes on federal individual income taxes between 2010 and 2018, not the 3% it says president Biden has said. The average income tax rate in 2020 was about 14% says the WSJ. For higher incomes it was about 25%. All this happened while infrastructure, education and health remained woefully underfunded, with Tech companies egregious behaviour in not paying their fair share of taxes and massive misallocation coupled with low productivity of capital invested compared to infrastructure. 

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With the natural disasters following one after the other as hurricanes Milton and Helene have done in Florida, Georgia and North Carolina, the dire disaster funding situation at FEMA in 2024 needs to be tackled. The Nation is throwing dollars in wasted spending with capital market misallocation at a time when no provision is made for climate change action in disaster relief. To compound the insult AI billionaires are asking for the equivalent of the GDP of many European nations to fund AI for profit.

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Joe Biden's efforts to rebuild the American economy are getting so little mention in either the NYT or WSJ or elsewhere that Biden writes this article in the WSJ to share what he has done for the American economy, workers and families in the US since 2020. It comes at a time when the US is being challenged in not only chips, science, defense, but also at amore basic level as education and healthcare, public services. Only one third of American children in 8th grade can pass NAEP test reading comprehension yet much of $346 billion going into ventures in 2021 is being wasted as America's capital allocation system and capital markets fail to serve the American people is shown in today's WSJ pages. The scale of what can be done with the right amount of capital going into the right places and not the wrong places and with determination to rebuild can only be imagined- Mr. Biden says here that additional $2.5 trillion can be reduced in the deficit by "cutting the wasteful spending on special interests and ensuring the wealthiest Americans and corporations pay their fair share of taxes." It also means vital investments can then be made in education, in infrastructure, science and technologies, and other areas where it is missing today through planned misallocation. ...

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Binyamin Applebaum of the NYT Editorial Board says the gap from 1972 to 2021 of 21% of GDP in spending and 17% of GDP in taxes taken in is a serious problem because it creates $31 trillion in debt and over 475 billion in interest payments each year. And much of the spending is wildly popular 63% that goes to Social Security and Medicare, and vital spending on health care and education, social services that takes up 15%. The rest is defense and interest payments. The rest of the G7 spend about 50% more on average he says. This is why he says Republicans holding up raising the debt ceiling is not the issue that needs to be faced each year there are better more direct and sensible solutions that also address the need for the Renewal of America after years of underinvestment in everything from infrastructure to health and education. And capital markets that overcrowded essential government spending to finance massive capital misallocation by tech companies, the costs of which are only now being understood in America. ...

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About half of private equity investors have money tied up in zombie funds in 2024 according to JP Morgan Chase. US state and local governments manage about $5 trillion in pension money. Large public pension funds have 14% of their money in private equity. And large corporate pension funds have 13% in private equity. California's worker pension fund will have put more money into its private equity part of its investments than it gets out 8 years in a row. CALPERS and California Teachers Pension funds are funds which have take out loans of 5% to 10% of fund holdings to deal with problems of private equity investment. Pension funds are selling private equity funds takin a hit. At a time when retirees such as teachers and public sector employees are facing cost of living and high healthcare costs they can ill afford such losses showing how widespread capital misallocation is today. 

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What is behind Pew Research Report finding showing an unacceptable concentration of wealth that endangers democracy. Higher income groups making $244,000 a year in 2024 gained 19 percentage points of the total US Household Income moving from 29% in 1970 to 48% in 2024. About 50% of the nation's income going to 20% of its people and most of that to 2%-5% of the people of the US. The gains meant loss of 17 of these percentage points for middle income households making $106,000 a year that went from 62% in 1970 to 43% in 2024. Another 2 percentage points was suffered by vulnerable Lower Income groups making $35,000 a year who owned 10% of US wealth in 1970 went down to 8%.  The problems of divisiveness in the Nation come from three distinct areas. First money for state financed education for all being put into wars in the Middle East from Reagan through Obama and Trump and some wasted through capital misallocation to low priority investment by faulty capital market allocation. Second the high cost of pharmaceuticals and healthcare putting a heavy burden on low income and middle income households making $35,000 or 106,000 a year. Third the neglect of manufacturing that cutoff the opportunities for middle and lower income households and their one chance to move up the ladder. And the parallel shift of resources to technology and financial sectors that created opportunities for a smaller group of immigrant and higher middle income households with these skills.  These are the sources of America's distress and each problem is being attacked at its source by president Biden- exit from Afghanistan, canceling student loans that are egregious and prevent the investment in education America needs, large sustained investment in manufacturing and new supply chains, antitrust action on tech monopolistic behaviour, redrawing the shape of America's pharmaceutical sector to provide access to medicine to all parts of the population.    ...

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Much of the economic debate by economists in the US takes place separated by walls from the reality of huge inequalities in the country such as half of retirees having zero savings, the cost of living surge, job insecurity, and two third of children in 4th grade no able to pass the ACT test for reading comprehension. Here economists at the US Fed are cited in a discussion about ultra low interest rates that hurt savers and in particular retirees who number 57 million. Ultra low interest rates lead to wasteful use of capital and misallocation of capital in the US, and were largely a result of the effort to correct for the mistakes of the financial industry causing the crisis of 2009. The US was the leading economy in th world and the standards of living in the US were higher during the post war period 1950-1990 that covered the Kennedy-LBJ, Reagan administrations when inflation was accepted at 4% and interest rates were for the most part around 5-8% on average. As Krugman points in a recent NYT column in August 2023 Fed research has been wrong in estimating the right inflation rate for the economy. The best rate for the economy requires knowledge of and careful judgement about the situation of different parts of the American population, of workers and families that are struggling with the cost of living, and half of retirees with no savings. ...

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The mirage of progress presented from Silicon Valley in the form of FTX crypto exchange ends with $8 billion in losses to investors and a 25 year sentence for the founder in 2024. More proof of the excesses of the "free to choose" post-Reagan era with misallocation of capital leaving the vital needs and priorities of America unfunded, underfunded, or totally neglected from infrastructure, health, education to climate change action. An aversion to government taking action where it is needed that goes back to the 1930's when Franklin Roosevelt said in the State of the Union speech to Congress in 1935- "We have, however, a clear mandate from the people, that Americans must forswear that conception of the acquisition of wealth which, through excessive profits, creates undue private power over private affairs and, to our misfortune, over public affairs as well. In building toward this end we do not destroy ambition, nor do we seek to divide our wealth into equal shares on stated occasions. We continue to recognize the greater ability of some to earn more than others. But we do assert that the ambition of the individual to obtain for him and his a proper security, a reasonable leisure, and a decent living throughout life is an ambition to be preferred to the appetite for great wealth and great power."   ...

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Warnings to governments and leaders in industry and pharmaceutical research about epidemic preparedness by Bill Gates were ignored. He spent hundreds of millions of dollars to develop new vaccines and create disease tracking systems. But only governments could tackle this problem. He tells the WSJ in an interview that he feels terrible and that he wishes he had done more. His fear that a once in a century pandemic has come true. Governments did respond to the public health preparation needs as reported in France 24 to both SARS and the H1N1, both in Britain and France. It was the disbanding of this effort in the period of the global financial crisis and the eurozone financial crisis that led to the level of unpreparedness that Western Europe finds itself in today. This was caused by irresponsible banking practices. The response was austerity measures in Britain, France, Germany and Spain that led to leaving public health system investment being neglected, without fixing the original source of the problem. Misallocation of capital and lopsided priorities continued through most of the period leading up to the pandemic. There is a lot that Gates and other public spirited leaders could do now do in the new reordering of priorities and shifting the allocation of capital to public services and investments in infrastructure, and supply chain renewal to safeguard national interests. Today he is working with pharmaceutical executives and governments to produce billions of doses of vaccines while they are being tested. His foundation has reserved space in a manufacturing plant so that production can begin quickly once an effective vaccine is found. He says nobody has made 7 billion vaccines so that it will need all the help that it can get and international cooperation.  In an earlier interview with WSJ he told the interviewer in November 2014 that the world as a whole did not have preparedness. France and Britain prepared and then abandoned the effort for epidemic response by 2012 following the global financial and eurozone financial crises. Gates repeated the warning to 2016 presidential candidates in the U.S.  In 2017 at the Munich Security Conference he reminded people- "getting ready for a global pandemic is every bit as important as nuclear deterrence and avoiding a climate catastrophe." One focus of Gates was to come up with faster ways to a vaccine by using ready made components and then customizing it. This is an approach being adopted today by Oxford scientists and by Quidel Corp. in the U.S.   ...

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This is huge- for Germany, for France, and for the European Union. After initial hesitation and a decade of not looking ahead, Germany under Angela Merkel is finally not just looking ahead to its vision for Germany but doing this as a part of the larger European community. And the European Central Bank after its initial lack of community spirit, is paving the way with its own actions for the Europe wide recovery with a significant increase in lending to EU countries.  Germany's finance ministry has agreed to spend 130 billion euros on more than 50 initiatives to promote growth in Germany. No longer is the government looking at the car industry as it did in the past. It is looking beyond to what Merkel calls the "profound upheaval" coming from climate change and digitisation. For Merkel after the changes caused by the pandemic something more had to be done- "We just could'nt introduce a traditional stimulus package. It had to be done with an eye to the future, so that is what we especially emphasized."  This also brings together France's Macron and Germany's Merkel in a combined effort to bring Europe up to face the future with confidence. It is amazing how the pandemic has changed minds in Europe. From the long drawn out period since 2008 when traditional policy ideas and austerity thinking prevailed, to the idea today that this is no way to face the future with confidence for Europe to be back on its own feet, for hope to return. Instead of partnering in austerity with the Dutch and the Swedes, the finance ministry is now looking to France, Italy and Spain, considering the common pain of the core European countries during the pandemic and looking to the future.  Merkel moved to circumvent the traditional Bundestag's refusal to permit debt sharing  across the euro area by producing 500 billion euros of grants for hard hit businesses across the European Union. As Macron says it was a necessary  step- " What is sure is that this 500 billion euros will not be repaid by the beneficiaries.... We are proposing to do real transfers (of money) ... that's a major step." Forecasts from Capital Economics and other forecasters show the European Union's major economies of France, Italy and Germany rebounding quickly in 2021 after the blow in 2020, in a V shaped recovery with growth of close to 6% in France, and higher in Italy because of the bigger hit taken there than Germany. The strong U.S. jobs report with addition of 2.5 million jobs for May shows that the rebound can be sharp upward swing if the policy, will and community spirit is summoned up by leaders and people, no matter what happened in the past decade. It is also based on having the right spirit that knows about investing where it really counts for the people - in infrastructure, health, public services, and avoiding the misallocation of resources and spending that happened before. ...

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This important WSJ report shows how the CDC labs failed to come with the test after contamination of a component and failure of the third part of the three part test components. In the absence of a working test from CDC where delays cost three weeks of February the private labs all over the country and state labs could have developed their own test, yet HHS and FDA required approval for these labs to develop their own test and use it. From Feb. 8 when state and city public health labs detected problems with the CDC test to Feb 29 when solutions were developed including simply excluding the third part of the three component test, and letting labs around the country do their own test, were 3 crucial weeks that let the virus spread out of control. The CDC, HHHS, and the FDA and their managers and heads of departments bear responsibility for these errors. Week after week the delays continued, instead the two component test which detects if the genetic material in the sample is coronavirus material, could simply have been approved at the outset instead of the approval for this given weeks later. The third component of the test checks if the virus mutated, according to this report. There is no explanation why the labs all over the U.S. were not allowed to go ahead on February 9 itself or within a few days after that to develop their own tests once it was clear the CDC test did not work on that day. CDC officials failed to recognize that there was a possibility that they may not be able to fix the faulty third component of the test and the risks if they gave false reassurances. There is also no explanation of why a German designed test was not used once the CDC test failed on Feb. 9, which would be a proper way for action considering that this pandemic had already shutdown parts of China by this time. Alarming also is the mention in this report that on Feb. 22 a FDA official in charge of lab diagnostics  flies to Atlanta where the CDC Respiratory Diagnostic lab which developed the test is located. His boss FDA medical device center director is cited from later information as describing the lab as "filthy" meaning the lab had the potential to contaminate, and going so far as saying that if it had been any other lab it would have been shut down. Considering that investment in public health has deteriorated over the last two decades and that there has been a massive misallocation of capital in the country away from public infrastructure this is appalling. The thought of critical labs for emergency health needs as not being up to high quality standards in the U.S. as a result of two decades of misspending, that this shows, is very disturbing.  This WSJ report is based on interviews with people who know about the testing crisis, and undisclosed emails, correspondence on the issues involved. Community transmission began in January 2020 in the U.S. These delays were costly in February and could have been prevented either by going with the German design on Feb 10 or asking labs across the U.S. to develop their own test, and letting other labs immediately use the modified 2 component test of CDC that worked instead of doing this action weeks later. Mardi Gras on Feb 25 and other places where large crowds gathered in sports stadiums could have been stopped had testing gone forward and shown the true extent of the community transmission in these critical weeks.  First China delayed a U.S. team of experts coming into the country for weeks, and then the CDC, FDA, HHS, failed to get testing started, creating  a false sense of complacency. Two crucial errors outside and inside the country that caused so much damage to America and the world.   ...

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This review of Acemoglu and Robinson in the MIT News is relevant to the situation faced today. The two professors at MIT and University of Chicago, have provided two books relevant to today's crises, the first "When Nations Fail" in 2012 about the need for inclusive nations, and the second "The Narrow Corridor" about the importance of the role of individual and society in sustaining democracy. Their point in the first book "When Nations Fail" in 2012 coming after the financial crisis caused by banking excesses stated that the nations fail when they are not inclusive.  In practice it is about " the system being rigged" to favor some groups as the Republican party and Mr. Trump say has happened. The banks and lobbyists, pharmaceutical industry and lobbyists, tech industry and lobbyists, leading to a system where individual and society are pushed into a corner. Social theorist and economists fail to look at things in practice such as profit seeking behaviours and unethical behaviour that goes unchecked, which continued after the financial crisis into the election of 2016, with charges of rigged systems.  This week Germany's DW.com oped pages covered New York with the statement that treatment in New York costs $15,000 for coronavirus infection illness yet many New York residents in the worst affected neighborhoods would find a $500 expense difficult to bear. Early closing of schools to control infection rate was resisted by Mayor De Blasio of New York because many parents depended on schools for lunches for their kids. The situation had been allowed to deteriorate to that level.  In their second book the MIT authors are saying that the role of the individual and society are important to check that of the state (for example if it is perceived as being rigged by the influence of lobbying of legislators and politicians as the Republican party and Mr. Trump have maintained). It is only when it is checked and there is some tension is there the possibility of democracy and democratic processes, say the two MIT authors. In the absence of this the states and elites of politicians and business interests supporting the leaders and their common behaviours, become a perpetual state, in effect a one party rule of two parties with similar behaviours and interests in the state. A situation that allowed the outshoring of American manufacturing and European manufacturing to China including critical infrastructure, essential infrastructure over 2 decades even over the protests of Mr. Lighthizer since 2010. As the twin crises evolved in Europe of austerity policies after banking excesses in Europe, and the migration crisis of migrants coming from North Africa and the wars in the Middle East, a similar situation began to develop in Europe as the political elites entrenched in Germany, France, and Spain faced new voices. The tensions that arose were constructive bringing in the role of society and individual that the MIT authors say are so necessary for the narrow corridor of democratic process to function. New parties emerged in France with Macron's La Republique En Marche, Podemos and Ciudadanos in Spain, and in Germany with the SPD and CDU shrinking till the revival of Merkel for her handling of the pandemic. Coming from an intuitive way born from experience in East Germany, Germany's recent president Joachim Gauck, civil rights activist  came up with the same ideas. He is a Lutheran pastor in former East Germany who struggled against the government of the German Democratic Republic (former communist East Germany) for a role for individual and society against the state. We profiled and quoted him in "The Way Forward"  column in Lyrarc.com. Gauck's point was that  having diverse groups in the conversation is important, not excluding others from outside in the conversation is important. Gauck called  debate "the oxygen of democracy,"  that needed to be maintained.  Genuine democratic process is hard to sustain, it happens only when the role of individual and society is given prominence, so that only a narrow corridor exists for democracy, a narrow space in which can be sustained only if the effort is there, the goodwill is there, and the grace of Divine Providence.  It is fragile and it is critical to sustain.   In this sense the sometimes heated debate in the U.S. and Europe, Asia and Latin America about words such as- austerity, community, solidarity, migration, New York Mayor De Blasio's choice between school lunches and infections, about infrastructure, pharmaceutical prices, infrastructure, outshoring, jobs sent overseas, manufacturing locally, made in USA or made in India or made in France, Atmannirbhar Bharat, misallocation of capital starving health and public services, are all relevant and essential for democracy. This includes the discussion to avoid use of the military in protests in American cities in the middle of a pandemic which just crossed the 2 million mark in cases in the U.S., that was taken up by Defense Secretary Esper. In it lies the hope for democracy and many voices. Der Spiegel recent look at the pandemic how it happened in China, closes with the line- you need more than one voice in society. A constant reminder that many voices be heard, counseling patience, but also that wise choices be made with divine providence.           ...

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China's GDP growth for the 4th quarter of 2012 was 7.9% over prior year, increasing from 7.4% in the third quarter of 2012, according to the National Bureau of Statistics. GDP growth for 2012 was 7.8%, down from 9.3% in 2011. Growth is stabilizing at 8% which shows China is managing the economy, slowing the growth rate with a smaller stimulus planned in 2013, and working on sustainable growth for the longer term. This is a significant positive as a new leadership takes over in China and sets priorities for stable growth, and improvements in housing and health care.

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China expands the trading range of the yuan to 1%. The yuan is set by the People's Bank of China, China's central bank, at 6.2879 yuan per U.S. dollar on March 14, 2012 or 15 to 16 U.S. cents to the yuan. The yuan rate is set daily by the PBOC, called the parity rate, and was previously allowed to trade in a 0.5% trading range.

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Northwestern University's Robert Gordon sees growth in the US economy dropping from 1.93 %- that it achieved in the period 1972-2007- to 1.5% from 2007 to 2027. At that rate of growth GDP per capita would increase by 35% in the next twenty years, compared to the 62% increase in the previous period. He says better educated workers would be needed to increase the growth rate. And he discounts the impact of the internet revolution as it has no magic quality, and he describes the present transformation technologically as a mere shift to smaller devices that is not changing productivity. He does not see another technological revolution like the internet boom. The coming retirement of baby boomers increases the number of retired people that wage earners would have to support, and there is no evidence of education levels increasing for the remaining workers. What this means is that it will be more difficult to fix large problems from carbon emission, energy to infrastructure improvement. Gordon arrived at these numbers by combining research on educational attainment, technological change, and workforce demographics for the USA, and running this data through models. Gordon has examined data going back to 1891 for the USA. This shows that the next twenty years will be the slowest growth in the nation's history, since George Washington assumed the Presidency....