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The Economist points out that AI and Deep Learning have flaws in that they replicate how the human brain works in what importance is given to what piece of information in the form of bits of code imitating information neurons. The problem is that once this process is underway and it gets progressively more complex it is hard to track and understand what is happening withing this code, as to why a particular decision is reached. Making this process transparent is therefore critical to wider use of AI.

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This editorial in The Economist magazine points out that the doggedness of prime minister Theresa May now looks like pig-headedness. The crisis is of poor leadership. It also exposes two deeper problems in the Leave campaigns distorted message that it is possible for Britain to leave the EU, "to take back control" without making it harder to for British business and the economy to trade with its partners in Europe. It also exposes concerns of democracy that see the referendum as the only message from the people- the general election of 2017 brought Conservatives to power without a majority in parliament changing the picture about the referendum's message. Particularly since the referendum Leave campaign presented a distorted  message leaving out what the cost would be for Britain.  Ejection from the single market, decline of industy from finance to carmaking, destablisation of Northen Ireland peace agreement, exit bill of 50 bill euros was not advertised in the Leave campaign. Buses with posters of immigrants streaming across borders in Europe presented an emotional message recklessly sold to voters. Representing the will of the people can be claimed now by all sides, says the Economist. Leaving Europe on March 29 deadline with no deal would be bad for Europe and economic upheaval for Britain. Discerning the will of the people should not be the work of squabbling MP's or backbenchers in parliament. The only practical and sensible way out of this mother of all messes is to go back to the people and get a new opinion with broad daylight thrown on the realities facing Britain.   ...

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Ben Bernanke former Fed chairman gets a Nobel Prize for an economic paper written in 1983 that showed the role central bankers need to adopt to prevent a banking crisis from transforming into an economic depression. Banks could feel the effects of a crisis but also could cause an economic crisis as happened in 2009 with catastrophic mortgage lending practices. Other economists with similar research including Douglas Diamond of the University of Chicago, and Philip Dybvig at Washington University also received the Nobel Prize.

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This Economist magazine editorial says two actions need to be taken after the Panama Papers scandal. Registers showing real beneficiaries not just "nominees" used to obscure the real owners, should be made for people using these tax havens. The second action is to make it a criminal offense to enable tax evasion. If banks are being policed for money laundering, why should these tax haven law firms and other firms not also be policed for money laundering or tax evasion activities, asks the Economist.

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Bradsher, Tankersley and Cohen say in this NYT report- US industrial policy under president Biden corrects the failures of the past. Chinese experts in Hong Kong say the US and Europe deindustrialized their economies with pursuing of policies called "neo-liberal" but basically Reagan era policies that Democratic presidents Clinton-Obama imitated. As they deindustrialized it created disaffection among the struggling lower and middle income classes making $35,000-$106,000 that were big losers in the process, creating threats to democracy as financial and tech, plus pharmaceutical sectors took control of the economy. China's success comes from three decades of mastering the ways of practicing industrial policy that it can support private companies with low cost land, additional subsidies that reduce the cost of production and provide a buffer to absorb losses so that it could dominate key industries. Policies where textbooks and economists trained in the US failed utterly and completely leading to dangers to US democracy that we see as opportunities for good paying jobs in manufacturing disappeared for middle and lower income households from 1980 to 2020. These economists trained in the US always said see lower cost Chinese made goods means lower and middle income people pay less, never saying that this means all opportunities for better paying jobs in manufacturing will be lost for these classes in society. The tech and financial sectors had close ties to the new arrangement that turned manufacturing over to China from the Reagan era to the Obama and Trump era. Apple and Tesla and many industries benefitted from manufacturing mostly outsourced to China. ...

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The Economist points out the shortcomings in Indonesia's effort to attract foreign investment and increase growth under the Widodo administration.

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Journalists of the Economist magazine describe the EU's problems and the British perspective on the issues facing the European Union.

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According to the chief economist at IHS Global Insight, Nigel Gault, his models show that $500 billion of purchases by the U.S. Federal Reserve will increase growth in the U.S. by only 0.1% in 2011, and leave unemployment at 9% or higher for two years. Moody's Analytics and Macroeconomic Advisors also point to small impact of quantitative easing efforts of the Fed. One economist said that the Fed's taking interest rate to zero had not worked, QE1 has not worked either, and now its a serious question how much difference QE2 would make.

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Enrique Pena Nieto, assumes office as the new president of Mexico in Nov. 2012. His focus is on implementing a 13 point agenda which includes crime prevention, better schooling and employment opportunties, new train lines, expanding internet access, and support for social programs for the poor. He said there were two Mexico's - one that was benefitting from the global economy and modernization, and the other which was falling behind and hurting Mexico's image abroad. Economist Videgaray, close advisor to Nieto, is now the new Finance Minister. Videgaray says there is a common misconception that the PRI which ruled Mexico for so long is back in power. But times have changed. The PRI of today is no longer the PRI of yesterday, and understands that it like any other party can be voted out of power if it does not provide good government, says Videgaray. The focus of the new government will be on efficiency and modernization. Doing this will require the cooperation of the opposition parties, as Nieto won only 38% of the vote in a three way election against Mota and Obrador. He does not control Congress and the PRI opposed the legislation of the Calderon government during its term in office....

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Colombia's 2018 presidential election has  a young right wing candidate Duque, 41 years who worked as economist at Inter American Development Bank and supports Alvaro Uribe, a strong critic of the 2016 peace agreement with guerillas that ended the drug and guerilla violence. On the other side is a former guerilla Mr. Petro, who was mayor of Bogota from 2012 to 2015. Petro says he supports rules of democracy. About 5000 refugees leave Venezuela each day, most of them coming to Columbia, according to the United Nations. This poses a major problem for the next government.

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The Economist cites estimates from the Bank of England showing Britain's national output peaking at 1.5 trillion pounds in 2007 and not likely to return to that level till 2015. It points to fears of a lost decade. Meanwhile debt is rising from 600 billion pounds in 2008 to 1.1 trillion in 2012, making reducing the debt to GDP ratio by 2017 even more difficult. Lower growth affects tax revenues even as social benefit costs increase. Part of the problem is that from 2009-2010 to 2011-2012 public sector net investment declined from 48.5 billion pounds to 28 billion pounds. The Economist suggests Chancellor Osborne take up an additional investment in infrastructure of 28 billion pounds, even borrowing 14 billion pounds in the bond markets if needed, as a prudent step to revive growth. Small improvements in rail, roads and bridges could make up for a lack of large projects. Other suggestions include expanding the "funding for lending" scheme with banks to get capital to small business, finding more savings in the National Health Service, and changing the way Britain taxes development land that remains undeveloped. Britain, now joins, Portugal, Spain, France and Italy, in the failure of austerity measures alone creating a return to economic growth and lower deficits. In 2013 improving competitiveness and boosting economic growth become critical following years of austerity measures....

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This report on Germany's view of US DJT Tariffs does not cite any German economists or experts. It simply rehashes the views of American economists who are the source of the problems America has on world trade because they supported textbook ideas about trade that have no connection to reality onthe ground - the experience in towns and communities dependent on factories across America for two decades. It says nothing, prefers to ignore and present a false narrative that has been around for so long in America that has led to it's deindustrialization with loss of 5 million jobs and tens of thousands of factories. It is destroying America's industrial base, while Germany sends its millions of cars Made in Germany into the US.  This is the kind of approach taken by Germany and China because they benefit from a system that American companies and economists, and three previous presidents have allowed or tolerated from Clinton, Bush, Obama for 25 years. ...

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Parussini describes the different style of new RBI Governor Urjit Patel, who is no rock star economist like his predecessor Raghuram Rajan. Rajan is quoted as once saying; "My name is Raghuram Rajan and I do what I do." Rajan engaged widely with the media. At his first press conference Patel made a short statement thanking RBI staff, and turned it over to staff at RBI who talked about financial supervision, banking regulation and other issues. Patel's answers were short without follow-up questions, the whole event over in 20 minutes. Patel was chosen by the new government of prime minister Modi to run RBI in 2016.

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Neil Irwin of NYT provides some counter intuitive ideas on U.S. Fed interest rate policy. He says it can't be take as a given that the Fed will raise rates in 2017-2018. This depends on how much punch there is in the Trump economic policies for stimulus, and for infrastructure spending, tax cuts. He cites Senate Majority Leader McConnell who said he would like to keep "tax reform revenue neutral." Getting large spending and pushing up the deficit is likely to run up against Republicans in Congress who have for 8 years opposed large spending increases and large deficits. Trump has given few details about his stimulus or infrastructure spending plans. He says the scale of the spending might not match the talk. Irwin cites JP Morgan Chase economists who have kept their forecasts for GDP growth just under 2% for 2017 and 2018. And he points out that even Trump appointees at the Fed might act independently. The Fed might look at being cautious considering that increased trade tensions with China, and the unpredictability of a Trump administration could hurt growth. Irwin does not mention the uncertainty in other areas such as policy towards Russia on which the Republican party and Congress have very different views than Trump, tensions over Taiwan, that can also affect growth. ...

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Binyamin Applebaum cites different experts on how U.S. Fed policy could play out in 2017-2019. He cites Fed governor Dudley that there is increased uncertainty under the Trump administration, and other economists who say that aging population, lack of innovation, and steady growth under the Obama administration with falling unemployment, make it unlikely that growth will jump well above 2%. The Fed's own forecasts are for for under 2% growth in 2017 and 2018, and Applebaum says this is not expected to change by much. Janet Yellen does not see a huge stimulus as a positive, says Applebaum, because it would increase the deficit at the wrong time. He cites Yellen who prefers to see more fiscal space now that unemployment is down to 4.6%. Steady growth in the view of Fed officials has taken up much of the backlog of people looking for work since the 2008 crisis. Yellen sees some fiscal space as desirable with high debt to GDP ratio at 77 percent, so that the government could respond to some adverse event in the future. A Republican Congress is also averse to sudden increases in the deficit. See the link to views about the uncertainty of how things can play out in a separate article by Neil Irwin of NYT. ...

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Quantitiative easing, the Fed and the Bank of England creating money to buy government bonds, is creating the liquidity the surplus dollars and pounds that are lowering the two currencies value. But as the Economist notes there is no easy exit strategies for the two central banks, as abandoning QE would lead to asharp rise in bond yields, continuing it would maintain dollar weakness. WIth the dollar's uncertain situation, the growing deficit, and low interest rates allowing QE to continue, the Economist sees an eventual breakdown of current currency arrangements, and the emergence of anew currency system similiar to Bretton Woods.

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This essay in the Economist magazine points out the special nature of the 2017 presidential election in France with the rejection of establishment candidates- Manuel Valls, Sarkozy, Juppe, and now Fillon. Fillon and Valls were prime ministers under Sarkozy and Hollande, from the Republican and Socialist parties respectively. With unemployment high in the areas outside the major cities their is a surge in support in these areas for the National Front. Emmanuel Macron, former Economy minister in the Hollande government, is the only candidate leading Marie Le Pen at this time. In a second round of voting he has to bring in centre right supporters and centre left voters and moderate voters, and appeal enough to working class voters, young unemployed people, offering hope for a better future to win this election against Le Pen. Economist magazine research shows support highest for Le Pen outside major cities in outlying areas, and for Macron in the major cities. There is also an education divide as seen in the U.S. election and Brexit referendum with less educated voters preferring the nationalist sentiment, church support sentiment fostered by the National Front.  ...

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Collapse of the easten european economies says the Economist would raise questions about the idea of a united Europe, the idea of the EU itself, and destabilize the euro - as countries in the EU like Ireland and Greece are in just as bad a shape. And in talk of enlargement of the EU will be doomed, and this is true of the western Balkans, TUrkey, and some countries int he former Soviet Union. Politically letting these countries derift could mean they fall for populists and nationalists of the bad type. And there is the serious economic consideration for banks in Austria, Italy and Sweden, which are heavily involved in lending to Eastern Europe. They could see catastrophic losses and put the banking systems of these countries at risk. Sweden has already chosen to help the Baltic Countries, and sees it has its political responsibility, and the whole Baltic region as its home, see link. The Economist suggests a differentiated approach depending on which group of countries in Eastern and Central Europe something that Angela Merkel of Germany also supports. For Ukraine the Economist says its best to let the IMF provide assistance. For the Baltic countries, plus Bulgaria, the Economist advocates an accelerated path to the euro, on the grounds that they are tiny and shouln't affect confidence in the euro. The Baltic countries have a population of 7 million. This approach is not supported by the European Commission or the European Central Bank. For the 4 larger countries, Poland, Czech Republic, Hungary, and Romania, the Economist says the priority should be to prevent further currency collapse, and to rescue the banks responsible for the foreign currency loans that are going bad, with the pain being shared between debtors and the banks, governments of lending and borrowing countries. Financial institutions like the ECB, the IMF, and the European Bank for Reconstruction and Developemnt, and the European Investment Bank should help support the rescue effort. ...

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The Economist magazine says the difficult process of Brexit is now being put by Theresa May into the hands of the pro-Brexit ministers, Liam Fox, David Davis and Boris Johnson. Just staffing the Department for Exiting the EU under Davis, and the Department for International Trade under Liam Fox is taking a lot of time. And the differences between Fox and Davis also figure into the time it will take to invoke Article 50. It says the points put forward by Brexiters that Britain could revert to WTO rules do not work so well in practice, and it takes years to negotiate new trade agreements with other countries. It sees many problems, and says it is no wonder that Theresa May has told the Brexiter ministers to come up with answers as they are the ones who have sold this idea to the country.

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This report in the WSj shows the work of 477 on the ground workers and economists at government agency Bureau of Labor Statistics. These workers track changing prices on hundreds of thousands of goods and services every month. This work adds up to form the Consumer Price Index which shapes policy of central banks on inflation and cost of living increases for Social Security, government policy on inflation. Thus report looks at one day in the life of Ms. Mascitis, 50, as a price BLS price checker, visiting an auto mechanic shop for the cost of a rear brake job, full brake replacement, and a visit to grocery stores where she sees problems of shrinkage in packaging that affect price. 

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US economic growth surged at a rate of 6.5% for the April to June period in 2021. This pushes the economy beyond its pre-pandemic size. Growth was lower than the 8.4% forecast of economists, yet strong enough to increase its size to exceed the pre pandemic level. It was powered by the business reopenings, vaccination drive, and the government infusion of pandemic aid to households and business. New restrictions after this summer for coronavirus following last year's pattern with extensive summer tourism and spread of coronavirus, could again slow the economy. Government infusions of aid aided consumer spending, and this could slow in the months ahead, and lockdown restrictions could limit growth.

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NYT's Keith Bradsher points out that weak sales in interior of China, and construction industry no longer supporting the economy, is leading to the new policy of pushing solar/EV's exports and sales overseas. These industries are state promoted with hidden subsidies of land, energy, and labor pool that the US lacks in similar subsidies- subsidies treated with theory arrogance in the US by economists who lack a grasp of the realities of manufacturing and trade. President Biden is freeing US industry from this stranglehold of weak economic theory that has too long beset US industry, by supporting American industry in every way possible, protecting and enlarging American manufacturing, and CHIPS technology scientific endeavors.

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A local government vehicle in China, Sixth Division of XPCC fails to make a bond payment in August 2018. This is the first such instance of failure to make a bond payment for a local government vehicle in 2018. Economists estimate China's total debt at 242% of GDP in 2017, and government efforts to tighten liquidity and reduce support for overextended local government investment vehicles.

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This report from Italy by Jason Horowitz of the NYT, shows the Five Star Movement as having emerged as Italy's leading political party, and making efforts to tackle its inexperience in politics with charges from other parties that its candidate for prime minister Mr. DiMaio, 31, is a complete novice. Here he is shown to have inflated the qualifications of a candidate with a pro-EU background, Italian Ms. D'Alessandro who lives in Berlin, Germany. She is one of many candidates from the professional class recruited by the Five Star Party to polish its image and show it is capable of governing. Ms. Alessandro was presented in the Southern region of Italy by Di Maio as an "economist" and someone close to Merkel's CDU. In elections on March 4, the governing Democratic party is presenting older candidates in their fifties with family and political connections in contrast to the young people like Ms. D'Alessandro who is only 27 years old with a masters degree in public policy from a German University.  The Five Star Movement hopes to gain from Italy's proportional system and the voter dissatisfaction with existing parties. A similar situation led to the untested and untried En Marche Movement in France winning the national elections. A separate report in the Economist magazine shows the Five Star Movement retaining its popularity even after other parties accused it of inexperience, improper financial dealings of candidates, plagiarism, anti-immigration views of specific candidates.  ...