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China's effort under president Xi to expand the state run sector by providing more credit to state run enterprises and expecting private companies to pursue goals of the state's planned economy. Tackling the coronavirus economic impact required state planning and that experience has further renewed the effort to build the state run companies as a reliable partner for the government. There is also a conviction that private companies are unreliable in a large and complex economy as China's.

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This report says fewer jobs alone is not going to reduce inflation, US inflation is propelled by factors beyond economic theory. The Phillip's Curve is a inverse relationship between unemployment and inflation that was a convenient tool for the 1960's to get the economy to do well with low unemployment at 4% with moderate inflation. It was torn apart by high inflationary expectations in the 70's. In today's world Robert Gordon of Northwestern University suggests central banks consider inflationary embedded expectations, supply shocks and cost push as in the pandemic 2021-2022, and demand changes. The job that Mr. Powell at the Fed has is lowering inflationary expectations by reducing private sector investment and job creation by raising the cost of capital through interest rate increases. Yet today the government is a huge partner in capital investment for America in clean energy and infrastructure building which means job creation remains strong as it has in America. President Biden's effort to reduce pharmaceutical costs and for inflation reduction by fighting price increases through stealth fees, has at the same time cut into inflation. So as lower demand and increased supply in 2022 as the government better manages the supplies of energy, including release of oil stocks from the national reserves. Explained- The Phillips curve is an inverse relationship between unemployment and inflation observed by a New Zealand economist William Phillips in a paper in 1958 based on British unemployment and inflation data1861-1957. Economist Robert Samuelson turned it into a textbook concept as a simple tradeoff in 1960 more inflation gets you less unemployment- which fit the period of the 60's- but warned that it could change over time. Milton Friedman and others during the 1970's period of high inflationary expectations setting rejected it. In reality Mr. Phillips never meant for economists like Samuelson to generalize from his statistical observation of data on the British economy before 1958 and apply it to the US for the closing decades of the 20th much less the 21st century. ...

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Kenyan president Ruto says after the tax hikes that led to protests were cancelled- this would increase the borrowing needs. The funding gap in Kenya's finances was 600 billion shillings or $2.7 billion, now he will add another 346 billion shillings to this borrowing.

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Watching Joanna Stern of WSJ interview Sam Altman and Murali Murthi gives the impression that Altman was  moving too quickly and Murthi was saying the right things but lacked the experience and capacity to tackle AI's vast responsibilities. This also stems from the fact that what young Stanford and other tech graduates in their early thirties have done in the last 2 decades ends a chapter in America's tech history. AI is an entirely different technology which requires the involvement of major parts of America's whole technological and scientific community and its society, not just a few individuals. This is also the lesson from the pandemic for virus research where not just the Cambridge, Massachusetts community needed to be involved, but vast parts of America'a health and medicine scientific community and the American public. A million lives were lost in the pandemic in the US alone, and millions all over the world. It is a lesson that should never be forgotten- that technology can get out of control. ...

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Krugman points out the gains on three fronts evident from the Census Bureau report of 5.2% gain in median income of households in the U.S. He says the first is the growth in incomes of ordinary working class and middle class families, second the large decline in the poverty rate, and third the further rise in insurance coverage in 2015 for people without health insurance. He points to the steady efforts of the Obama administration to improve lives of ordinary families as working based on the Census report though results have taken time, and could have been better. The Stimulus, says Krugman could have been larger following the blow of the 2009 financial crisis and increased unemployment at the time. Janet Yellen at the inequality conference of the Boston Fed in 2014 pointed out the problems of 62 million households having net worth of about $10,000, and why this was running against the American idea of a better life for all Americans. In that sense the Census report is a movement in the right direction but a lot remains to be done.   ...

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A 35 year old Engineering professor from Texas who studies how transportation systems propagate infectious diseases and her 2 graduate students from China started and since January maintain the database of coronavirus confirmed cases and deaths. This is one of the widely used databases, also used by public health officials in the U.S. The database was started with a hunch from one of Lauren Gardner's students from China Ensheng Dong who comes from Shanxi province, north of Wuhan. A geography and mapping specialist he had studied in the U.S. since 2012, and spent many hours inputting data by hand following his classes. This WSJ report says the website was built in 1 day and was launched on January 22, when the coronavirus cases were practically nonexistent in the rest of the world and were concentrated in the Wuhan area. This report says behind the data reported in the media everyday is a complicated supply chain filled with challenges that come with data, what is reported, underreported and with what assumptions it is reported. Dr. Gardner says she is dealing with so much data on her dashboard, 4000 points of data, that its hard enough to pull all the data scraped together from different sources, its impossible for her to check the assumptions behind the data for consistency and trying to figure out facts underlying the data.  One of the ways the virus developed in the rest of the world is the surprise with which it caught western countries and then the rest of the world. As a result something that the government authorites would do such as the Centres of Disease Control is being done in a totally ad hoc manner. The U.S. government uses the University of Washington Health Metrics database, and in turn the University of Washington Health Metrics database takes some of the data from the John Hopkins database. Because a complacent population in the western countries were relying on numbers counted as cases to know how serious this epidemic was or whether there was an epidemic, the significance of data count from China assumed a signifcance far out of proportion to what it might normally be. This was because the western countries in Europe and America never encountered an epidemic of this kind in living memory, the last one forgotten from 1917 hundred years ago. Researchers in Gottingen University study in Germany conducted analysis of data in studies of cases published in Lancet Journal and found that only 6% of cases were being shown- that a much larger part of the population was infected. A researcher at Princeton University Ramanan Laxminarayan says countries tend to delay reporting until a problem becomes certain, because telling others comes with economic costs such as a rapid drop in trade and travel. Yet he says early warning systems are key to prevention. Early warning from the different publicly available data bases was not possible for many reasons. Relying on such ad hoc data was hazardous considering that as the NYT reported recently when there was the first confirmed detected case reported in New York there were already 10,000 persons estimated to be undetected. James Glanz and Benedict Carey, say in the NYT.com on May 7, that hidden outbreaks spread through U.S. cities far earlier than Americans knew, estimates show, which makes the publicly available databases giving a false sense of security, and not acting as an early warning because of the inadequacy of the resources for this task for individual researchers to handle. Not depending on  hurriedly put together databases with inadequate resources and having an independent sense of what the danger was as German chancellor Merkel described it in her first coronavirus address in March, was a better early warning signal than the databases in retrospect. And this too had come late. The reason is that the response had to be fast, very fast, and public perceptions had to be shaped quickly about the magnitude and speed of enormous proportions of the coronavirus, so that actions could be shaped quickly and executed quickly to stop it in its tracks.    ...

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Netflix offers paid parental leave for upto 1 year in a fluid arrangement that lets parents decide how they want to do it, when they want to return to work, and when to take time off. This offers the flexibility to do this without having to worry about work or finances, a stated goal of the company.