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Compare AI models for versions v2 v3 by DeepSeek that cost $5.6 million with Anthropic AI model that cost $100 million+, and one gets the order of magnitude in cost for the new DeepSeek China model vs its US counterparts.  The hundreds of billions of dollars that OpenAI and big spenders such as Google, Meta, and Microsoft would have to drain capital markets would be a disaster for workers and families in the US and the standard of living, the infrastructure improvements that don't get done, and the investments in transportation and other vital needs such as schools, education and healthcare that directly impact the cost of living and the standard of quality of life in America and other countries. This is where competing models from China, from India, and from European countries can get us back to where we want to be to continue improving the cost of living and standard of living, quality of life in America for workers and families. This is the choice workers and families made in 2020 and in 2025, rejecting the wasted resources in wars that serve no purpose, and rebuilding the Nation's infrastructure, its water, schools, transportation, healthcare, childcare.  ...

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In an astonishing contrast to other European countries, including neighbors Norway, FInaland and Denmark, the Swedish government decided to not impose a lockdown, keeping bars, restaurants, hairdressers, gyms, primary and middle schools open. Secondary schools, museums were closed, sports gatherings, gatherings of more than 50 people were not allowed. Social distancing was not enforced, and entirely voluntary. Sweden now has 29000 cases according to Statista and its death rate of 358 per million population is higher than in the U.S. which is 267, and Denmark 93, Finland 53.  Critics such as Lena EInhorn, a virologist, say the Swedish government did not set up a broad testing program, and let a problem develop for elder care in nursing homes. She says a 14 day quarantine of household members of a person infected with the virus would have made a difference. Most action we take for granted was not taken in Sweden. Restaurants that were not required to close spread airborne transmission. Einhorn also says that the government officials have denied it but under their breaths they have acknowledged working on a herd immunity strategy. Denmark has opened schools with social distancing and other measures and reopened its economy. Sweden is in reverse with calls for stricter action and an ongoing debate. No reopening as there was no lockdown, yet considerable and nagging uncertainty. The speed of transmission of coronavirus is the biggest danger, as it can let the numbers grow very quickly if the wrong decisions are taken or something is left out. ...

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A sign of the growing people to people relationship of the US and India is the number of Indians in US graduate schools which went up from 68,000 to 102,000 in the 2021-2022 academic year, up 48%. There almost as many Indians taking the GRE exam for entry into US graduate schools in 2023 as Americans taking GRE in the US. Another sign of the expanding people to people relationship is the decision of the Biden administration to give 1 million visitor visas to Indians in the coming year. In India physical sciences and humanities for GRE exceed engineering by a wide margin, showing the shift in subjects. Under India's new education policy NEP the shift is to a more multidisciplinary approach and allowing students to mix science subjects, math with humanities. This approach is seen as best for India to produce a new generation that can think for itself better than the purely engineering science or medical track graduates of the past who had limited knowledge of the humanities. This overly engineering focus has prevailed in the educational approaches of Japan and China during their rapid growth period. India under the Modi administration is betting on a wider knowedge of different and contrasting subjects and disciplines for its future. ...

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Remote learning has not fared well during the pandemic in the U.S. as seen by teachers, administrators and students. It may surprise one to know that 20-25% of the homes of students in most southern states in the U.S. including Texas, the west including California, New York in the east, and Illinois in the midwest do not have a relaible internet connection.  Remote learning was used with the idea that young people are tech savy. Not so say experts because being a digital learner is not the same as being a digital consumer. The self discipline of digital learning is not the same as what goes into games and other stuff on the internet for young people. Teachers say they cannot be sensitive to students the way they are in a live class and detect when some students are falling behind. Many students did not turn up online, and homework was not done regularly. As a result preliminary research shows the 50 million students in this experiment in the U.S. will return to school in the fall with roughly 70% gain in reading compared to a typical school year and less than 50% for math (NWEA, Oregon). ...

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Capital allocation in the US is skewed in ways that are not imaginable when a better golfball gets $100 million and education remains underfunded, school literacy is devastated by the pandemic and lacking resources.

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Prof. Peterson of Harvard and Hanushek of the Hoover Institution, authors with Woessmann of the book "Endangering Prosperity: A Global View of the American School," offer some startling reminders about the importance of education to economic growth and incomes in countries. Simply by raising the math standards in the U.S. to the higher standards in Canada would raise GDP by three fourths of one percentage point. One advantage that the U.S. enjoys comes from its good university systems, open markets, rule of law, tax rates, and open immigration policies, which give it about two thirds of a percentage point in higher GDP growth per year. The estimates are from the authors calculations. For the period 1960-2009, a period of rapid growth in Asian countries Korea, Taiwan, Singapore and Hong Kong, higher test scores in math and reading compared to the wrold average as measured by NAEP test and PISA, have led to 2% higher GDP growth. NAEP shows only 32% of U.S. high school students proficient in math compared to 45% in Germany and 49% in Canada and 63% in Singapore. By contrast to Korea and Taiwan, Peru, Argentina, the Philippines and S. Africa have about 2% less in GDP growth because of lower scores compared to the world average....

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Only the week before Tuesday April 7 Pakistan Foreign Minister Dhar failed to convince China to get involved. April 7th Tuesday in the US 1.30 pm US time, 8 pm Islamabad Pakistan time, China finally decided to jump in to convince Iran to accept peace talks in Islamabad. It is quite possible that behind the scenes the US was talking with China which has a 25 Year Comprehensive Agreement with Iran signed in 2021 that is the main support for the Iranian economy. China acted to reassure Iran that talks in Islamabad would proceed smoothly, and persuade Iran to accept ceasefire and talks. Why? Knowing that brinksmanship by US and Iran would lead to unforeseen consequences and hurt China's economy with oil price volatility as well as  hurt the US economy, and hurt the prospects for the planned May14-15 visit by DJT to Beijing to improve economic and political ties, both China and the US wanted to do everything to prevent this from happening. The result a hastily arranged peace talks in Islamabad so that by 4 am Islamabad time on Wednesday or 6.30 pm US time on Tuesday evening the ceasefire had already been agree to by US and Iran, according to this report in The Guardian from Pakistan. The crux of the matter was that it would affect US and China's economy with oil volatility, and US-China relations by jeopardizing May 14-15 revised date for DJT visit to Beijing. This good sense prevailed over all the war rhetoric and the media information and disinformation. It is confusing because of all the misinformation, but becomes clear when one understands this in the context provided in this report from Pakistan by the Guardian. Why Pakistan? For Pakistan the missile attack the day before of a Saudi petrochemical complex by Iran was drawing Saudis into the war and Pakistan has signed a defense agreement with Saudi Arabia that requires Pakistan to support Saudi Arabia if it gets into a war. For Pakistan it was a fragile situation that would be a catastrophe with unforeseen consequences on its economy. Already schools are closed for 1 month in Pakistan and oil is in short supply, paying for it at $115 or $125 a barrel would put severe strain on Pakistan. Who wins, who loses is being told in the media- much less on the good sense that prevailed  the efforts and the predicament of the large powers China, India, the US, and Germany, European Union, the poorer countries, all hurt economically, caught in a war they do not want, do not need. ...

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Hundreds of thousands of American children are missing after the pandemic. Many are not accounted even when increase in home schooling and private schooling is considered. The Associated Press, Stanford University Big Local News Project and Prof. Dee of Stanford show in their study that 240,000 students in 21 states absence from school could not be explained. In 2023 missing students have become more of a budgeting problem to secure federal and state funds. The actual number of missing students is much higher as this study found that public school enrollment inthe US has fallen in the 2 school years 2019-2020, 2021-2022 by 710,000. Much remains to be done to locate these students so that they are not forgotten. Voice of America ran this story on its Learning English site. The WSJ has an editorial on these missing children today.

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Longer hours spent on math training and wrestling with problems in small groups is one of the changes made at this elementary school in Connecticut, US. Math in lower grade levels took a hit during Covid pandemic.

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Making stuff- machining and other skills -are now cool in American schools. You Tube reality show "Clash of Trades" and building up prestige of machining skills and machining jobs in the trades from a young age. Young people are getting excited about making things again.Other articles in NYT and elsewhere in media this month show how the big tech companies have become huge and  bureuacratic, so big that no one cares for the individual, its just get on with it. Computer coding jobs not just in the US but also in India are not glamorous anymore, as companies employ tens of thousands of programmers in many locations and are not responsive. 

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Elite universities with a third foreign student enrollment displacing Americans, are facing US government funding cuts. This report shows these universities turning to pharmaceutical companies and big tech monopolies that have placed added burdens on cost of living of ordinary Americans, and mental health of children, on the ability for basic literacy by 4th grade. Somewhere the basic goal of the university to educate Americans is being lost. For no more than 5 to 7% of funding these universities are willing to turn to companies that have exacerbated the cost of living crisis or monopolistic behaviours in the Nation, particularly the pharmaceutical companies, showing alevel of misguidedness in management that fails to understand the real interests of ordinary Americans. In pursuing science alone at the expense of everything else and derelict of leadership where it is needed such as cost and value, this behaviour ignores the fact that the greatest dangers to public health come from cutting chemicals in food, in healthy food and exercise habits cultivated in schools, raising the consciousness for healthy living and healthy environments in the Nation. The schools of public health at the Nation's leading universities needed to take a better stand on the dangers of proliferation of  research into viruses, and to single out breakdowns when they happened that are seen by many to have led to the pandemic.  ...

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Women in a 2011 group studied by Peter Cappelli of the Wharton School, University of Pennsylvania, Monika Hamori and Rocio Bonet of the IE Business School in Madrid, show increasing numbers of women and foreign educated managers in top positions at large corporations. Mary Barra of GM and Satya Nadella of Microsoft are two of the prominent names appointed recently. Women now have 18% of the top positions at large U.S. corporations and foreign educated have 11% in this 2011 group. The numbers would be expected to be higher in 2014 with an acceleration in this trend. On average it takes women 28 years to reach these positions compared to 29 for men. A big dropoff is noticed in the study for women in the corporate promotion track who are middle managers for a few years.

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Baby boomers born in 1955 had 2 more years of schooling than their parents by age 30. By contrast baby boomers born in 1980 had 8 months more schooling than their parents by age 30. This is the shown in a study by Harvard professors Goldin and Katz. A big part of the problem is the high dropout rates at some high schools in the U.S. Another part of the problem which is growing today is the high cost of tution discouraging students from going to college, and the large student debt being borne by parents. Student debt reached $1 trillion in the U.S. by 2012.

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Children's scores remain below pre-pandemic levels for kindergarden, and for 1st and 2nd grades for students tested in 2023. Test scores of over a million students in the US show this sizable gap in school readiness for these younger children.

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Los Angeles school teachers strike for higher pay. Teachers wages remained depressed for two decades leading to teachers ovrburdened during the pandemic shifting to other work. This has created a shortage of teachers in the US. A similar situation exists in Europe.

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President Trump extends the U.S. lockdown for social distancing till April 30, on the advice of health experts. China meanwhile resumes industrial production and schools reopen. Factories, offices and retail outlets were shutdown for 2 months nearly nationwide in China. The U.S. has a social distancing lockdown not a complete quarantine of hotspots such as New York, New Jersey. Mr. Trump planned to quarantine New York but faced opposition from the governors of New York and New Jersey, including possible legal challenges. U.S. governors have acted imposing travel restrictions to their states from hotspots in other places in the country, forcing people traveling to self-isolate, stopping vehicles with out of state license plates and asking them to stay away. The U.S. cases have jumped from 100 in early March to 143,000 as of March 28, 2020, and 2514 deaths, according to John Hopkins. New estimates from president Trump and his team of experts are for the peak to be reached by April 15, and recovery gradually taking place by June 1, 2020. Based on the timeline in China shown below the time from the first set of 27 cases by December 15 to March 28 when China's factories were back to work and schools reopened across the country, is a period of 75 days. Based on this president Trump's timeline of June 1 for recovery has some foundation. China quarantined strictly compared to the U.S. yet in the early days it had no warning which the U.S. had in particular from Italy. The Trump administration by extending social distancing and lockdown restrictions till April 30 without a strict quarantine of the East coast areas yet with states outside imposing their own restrictions for outsiders, is doing what other countries such as China, South Korea, have to control this epidemic. The first coronavirus case was reported on November 17, 2019 according to the South China Morning Post, By December 15, the number of cases had reached 15. On December 27 on a single day 180 cases were recorded and the Head of the Respiratory Department at Hubei Provincial Hospital reported this to health authorites in China, according to the South China Morning Post, based on data collected in China.   ...

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Lizette Alvarez and Manny Fernandez provide this rivetting account of two Hispanic Senators in the U.S., both with Cuban backgrounds, one growing up in the Miami area around Cuban Americans, and the other in all white communities in Texas. Marco Rubio identifies with his Cuban background, but has distanced himself from immigration reforms he advocated that would provide undocumented immigrants a path to citizenship. Cruz does not identify with his Cuban American story, as much as he identifies with an immigrant story- his father left the Cuba of dictator Fulgencio Batista when he fled to the U.S. in 1956- and would tighten immigration enforcement and controls. Hispanics in Texas say they do not identify with Ted Cruz, who even changed his Spanish sounding name to Ted follwoing the advice of his Irish American mother. Cruz also attended Ivy league schools- Princeton and Harvard Law School, while Rubio took on large student loans to finish his law degree. Hispanics across the U.S. are shown as distancing themselves from the 2 candidates, expecially the large Mexican American community which has traditionally voted for Democrats....

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Currently Asian-Americans make up 62% of students at top high schools in New York. Mayor Blasio aims to give 20% of the seats to students who almost reach the qualifying scores on an entrance exam for Stuyvesant and seven other specialized high schools. Under Blasio's plan Discovery program for economically disadvantaged students would get 800 of the 4000 specialized high school seats for ninth graders in fall 2020 up from 250. 

Another view is presented by Parenting While Black organization of low income parents and children, who say that more important is to improve the quality of education for the city's 1.1 million students and start at the early grades. They see the high school debate for these 7 specialized schools as taking attention from the real problem to focus on s small sliver of students. The mass of students, the vast majority, they say are left to dangle in the wind.

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At Stuyvesant, the most selective of New York public schools the student body is 74% Asian, 19% WHite, 3% Latino, and 1% African American. Mayor Blasio of New York is using the Discovery Program to limit the entry to the program which accounts for about 5% of the overall admissions to kids from schools that have a poverty rate of 60% or higher instead of to economically disadvantaged children in the city.  Two views are presented here. One that of the New York schools chancellor, Richard Carranza who says "I just don't buy the narrative that any one ethnic group owns admissions to these schools." Mayor Blasio of New York says that only 10% of Black and Latino students get offers from the specialized high schools even though they account for nearly 70% of the city's high school population. The other view is that the state is failing in its secondary schools system because New York state tests show only 47% of the city's third through eighth graders proficient in English and 43% in Math, with the number for Black and Latino students dropping to 34% for English and 25% for Math. This means about half or two thirds of New York state's school children cannot read proficiently and the numbers decline with socioeconomic conditions. Even Mayor Blasio is working at the fringes as the problem is deeper and needs to be fixed at another level than by tweaking which segment of the economically disadvantage children should have access to the best schools such as Stuyvesant.   ...

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Kristof says social ills- the lack of stable marraiges, drug use, poor day care resources- compound the problems of lack of education beyond high school in America's white underclass. The lack of good manufacturing jobs and lower wages have hit people with only a high school education the hardest. Two decades of decline in good manufacturing jobs with globalization have hit this part of the population in the U.S. hard creating increasing inequality in America. He sounds a Moynihan type call to the plight of America's poorest white communities.

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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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Greg Mortenson runs 78 schools in remote poor areas of Afghanistan and Pakistan on a budget of $2.8 millioon he raises through small donations to his foundation, the Central Asia Institute. The Pentagon is listening to Mortenson and he has met privately with Mike Mullen, chairman of the Joint Chiefs of Staff. THe military has specially sought him out. And General Petraeus has read his book Three Cups of Tea and passed it on to his staff for reading. He also has been asked to speak with senior officers of the Special Operations Command. Greg Mortenson believes getting amoderate education for these children is the best way to prevent the spread of Islamic extremism. In addition to the 78 schools he also runs 48 other schools in refugee camps in the region and 28,000 children in the 2 countries attend Mortenson's schools. In atalk to the Pentagon uniformed officers in 2002 he told them that the $840,000 spent on each of the Tomahawk cruise missiles fired into Afghanistan could have been used to build dozens of schools. He asked them which would you think will make us more secure? ...

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The mandatory social distancing required to overcome the coronavirus epidemic is leading to more parents working from home. With about half the schools in the U.S. closed and entirely closed in other countries, kids are also at home. Traditional options of child care provided by grandparents, family friends are now not acceptable with the required social distancing. This report looks at how parents are coping by setting time aside when kids are asleep for work. Advice to parents offered here is to accept that the day will be broken by interruptions, to take a break at these times and relax rather than try to follow the organized routine of a workday when things were normal.

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Only a 50-50 chance of a job for U.S. law school graduates in 2012.

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Paul Peterson, a professor who heads the Program on Education Policy at Harvard, says that public school education has not done as well as private or charter school education. In two areas character or values, and school discipline, public schools lag far behind private schools or charter schools. Private schools score 59% and 46% in these two areas, public schools lag far behind at 21% and 17%, in the 2016 Education Next Survey, says Peterson. He says by appointing Betsy DeVos as Education Secretary, the Trump administration sees the need to think how public schools can benefit from improvement in these areas.