LyrArc Article Gist
"If you outsource your learning (your human knowledge then why exist?" asks Nadella, head of Microsoft. After all he says a company is a learning system. We at Lyrarc with our skepticism of the value of  robots and AI by themselves without the driving human component, thoroughly agree with Nadella of Microsoft. Nadella says the best thing is to have as many AI models as companies- hundreds of thousands of companies as learning systems keeping their individual human knowledge bases intact alongside AI supplements. The industry jargon for this is "open weight models" which is to take a basic core of AI and add your own individual learning component for an individualized learning system. To enable this Microsoft is offering multi models including cost effective Deep Seek and Cohere in its Azure AI Foundry, Amazon doing the same with Bedrock and Google following the same path. In an interview with Yash Patil cited in Business Insider, Nadella Explains, saying-  "My simple thing is there should be as many models in the world as firms in the world. Because after all, what is a firm? A firm is a learning system." "I don't want to be locked into any one model. I want to be able to use my own context, my own data — in fact, my own traces to maybe even take a much more open-weight, cost-efficient model or a fine-tuned model." "It can't be, 'Hey, look, I have two frontier models or three frontier models' or whatever, some finite set that have learned everything that is differentiated today in the economy because then it collapses.'" "You can always buy a tool, you can even outsource a task or even a job, but you can't outsource your learning. If you outsource your learning, then why exist?" ...

LyrArc Article Gist
The part of the tax law that limits state and property tax deductions to $10,000 and limits deduction of mortgage interest is likely to slow the rise of housing values in 2018. Much of the effect is psychological as the impact is felt on the East Coast, California, Midwest and the D.C. area. The median U.S. county will see a decline of 0.8%, and some counties in New York could see declines of 10%, according to Moody's analysis. The impact is greater for higher priced homes, and where incomes are higher with big mortgages and big tax bills.

LyrArc Article Gist
Martin Feldstein renews his call for new policies that channel significant government aid to homeowners under water. He says this is the only way to stem the decline in home prices. Letting the forest fire of foreclosures burn itself out is simply not an option, as it would only damage the economy further.

LyrArc Article Gist
Speech by European Union President von der Leyen on her visit to India and signing Major Partnership Agreement : ‘The Consequential Partnership: Reimagining and realigning EU and India ties for today's world'-   "This world is fraught with danger. But I believe this modern version of great power competition is an opportunity for Europe and India to reimagine their partnership. In many ways, the EU and India are uniquely placed to respond to this challenge together. India is the largest democracy and soon to be in the top 4 of the world's largest economies. It is the leading voice of the Global South. Europe is a unique cross-border democracy and open economy. The largest trading partner for some 80 countries around the world. But this partnership makes sense not only because of our shared values or our close ties. Or even because of our respective geographies, demographies or economies. But it is because our interests in this hyper-competitive world align more often than not. We both stand to lose from a world of spheres of influence and isolationism. And we both stand to gain from a world of cooperation and working together. Because we can offer each other distinctive alternatives and tools to make ourselves stronger, more secure and more sovereign in today's world. The kind of offer that cannot really be replicated by others. This is why the EU and India have the potential to be one of the defining partnerships of this Century. And it is why it will be a cornerstone of Europe's foreign policy in the years and decades to come. So, I want this visit to be the start of this new era. Prime Minister Modi and I share the same view. It is time to take our EU-India Strategic Partnership to the next level. For our own security and our prosperity. For the common global challenges that we face. And for the benefit of our respective regions and our partners around the world." ...

LyrArc Article Gist
Wes Streeting says- for Tony Blair inequality is peripheral, rather than fundamental to the crisis we face. "But here is the striking weakness at the heart of Tony Blair's Essay intervention: across thousands of words about technology, geopolitics and political strategy, the defining issue of our age is barely confronted at all. Inequality – the economic, social and democratic fracture running through modern Britain – is treated as peripheral rather than fundamental. But inequality rather than being incidental to the crises reshaping western democracies, is actually their cause." "People are told Britain is succeeding while they cannot afford a home, and that opportunity exists even though their children face lower living standards than their parents enjoyed. They are told to work harder while wealth accumulates ever-more narrowly at the top. And they notice the unfairness." "A nurse paying back student debt sees a greater proportion of their income taxed than landlords collecting gains from rising property values. People in Britain’s poorest communities fall into ill health nearly two decades earlier than those in the wealthiest. Most private wealth is now inherited rather than earned." ...

LyrArc Article Gist
Texas law written into the constitution of the state when it was founded in 1845 banned home equity loans. This was a result of a bank panic and foreclosures of that period when many homesteaders lost their land. The change banned lenders from selling mortgages to homesteaders. Till 1998 Texans could not take out home equity loans. New laws restricted the total debt on a home to 80% of its appraised value. This loan to appraised value limit plus the restriction that home equity loans could not be used to pay other debt kept homeowners in Texas from facing a high rate of foreclosures. Fed studies show that in 2005 U.S. homeowners took out $500 billon from their home's appraised value through home equity loans and cash out refinancing. Of this $263 billion went into consumer spending and paying off debts. This Fed study co-authored by Greenspan shows that 80% of the three fold increase in American mortgage debt between 1990 and 2006 came from home equity taken out on rising home values.

LyrArc Article Gist
When countries bid for the soccer World Cup they promised something different says ESPN- prices six times what they were in the last World Cup were nowhere  in the picture. So what happened and why, what is it doing to a national and cultural event all over America, and what is it doing to the the millions of young people and children who would have loved to go to a game once in their childhood. Is it robbing them of something of value, of the essential experience of growing up? DJT says "I would'nt attend it either" so do millions of die hard soccer fans and children all over the US -it risks making soccer "less representative of the communities that give it value" says Dr Feldman of the University of Virginia School of Business. Feldman has studied dynamic pricing and says this is just the wrong way to price tickets for a popular people's sport to have resale markets for the same ticket. ESPN explains all this in simple terms. It shows a graph with a $60 ticket on face value and what it costs in a resale market on June 1 in multiple locations from Miami to Los Angeles.  In previous World Cups there was no resale market so that ticket would cost $60. Now it costs on June 1 as follows- $447 in LA to $960 in Miami, $678 in Dallas, $455 in Philadelphia, $702 in New York, $468 in Boston and $400 in Seattle. Here is another issue that requires DJT to do some jawboning. The AG's of NY and NJ have filed subpoenas for FIFA to show transparency, which is too little, too late, to millions of young people and children who will have cost of living price them out of one of the precious experiences of childhood of watching their favorite players live, just once while growing up. ...

LyrArc Article Gist
Underwater homes where houses are worth less than the value of the mortgages are estimated at roughly 9 millon. Barney Frank's proposal is for the federal government to step in directly with government guarantee for $300 billion in new cheaper loans. Under this plan homeowners would be issued new mortgages for 90% of the new value of the home, the governmet would get a 5% stake, and the holder of the loan whether a bank or investment pool that holds the mortgage securities gets paid 85% of the new value of the home. Underwater homes would be appraised at market values for the new loans and its important that after this the prices not keep falling much below the ne appraised value. Note also the criteris for eligibility. Under Frank's plan those who took out loans from Jan, 2005 to June 2007 1 million people according to his estimate would be helped. Would lenders face losses? Yes they would have to recognize these losses rightaway but the foreclosures may mean bigger losses for the lenders especially as the downward spiral would probably give them much less than the 85% as appriasal values sink....

LyrArc Article Gist
Friedman on the $110 billion to fight wars in Afghanistan and Pakistan that does little to advance American interests and values. Especially today when the peoples of the Middle East are struggling to be free of the corrupt military regimes that have ruled their countries, and are trying to setup democratic processes in their countries. The pressing needs at home which are better attended to with these funds. The need to redirect some of this to help young people in the Muslim world bring new hope, development and democratic processes to their countries.

LyrArc Article Gist
Harris was on the Oprah Winfrey Show yesterday where she reminded television viewers about the values America needs going forward, values that stretch back to the days of previous leaders FDR, TR and Lincoln, Washington and Jefferson who penned the words in the Declaration of Independence. "I think a lot boils down to values. I just read values on the line here. It does. I mean, think about it, Oprah. The idea that some would suggest and that my opponent suggests, which is that the measure of the strength of a leader based on who you beat down. Come on. The real measure of the strength of a leader. You don’t know who you lift up." Harris and members of the audience were visibly shaken as they heard the story of a girl Amber Thurman  who died in Georgia after seeking help following an abortion ban in Georgia. Harris said- "Amber’s story highlights the fact that, among everything that is wrong with these bans and what has happened in terms of the overturning of Roe v. Wade, it’s a health-care crisis. It’s a health-care crisis that affects the patient and the profession.” ...

LyrArc Article Gist
Voters in France who in towns like Chartres, home of the famous cathedral, say France has lost its social cohesion based on old values. The old Catholic France appears to be awakened, in a nation of small churches and abbeys that dot the countryside. Voters in France say Francois Fillon is a candidate of this France of old forgotten values as France adopted a more cosmopolitan tone. The Christian church is a source of comfort for so many, says a church official in Lyon, home of the cathedral of St Jean, and more and more secular people are going back to church in the midst of increasing uncertainty.

LyrArc Article Gist
Another danger for Labour comes from Rachel Reeves being exactly the wrong attitude person for this time giving too much deference and authority to Office of Budget Responsibility, which was set up for austerity rules under John Osborne. It is not set up to give Britain the public investment in infrastructure that it needs today and its members thinking ios from that era. Labour Good Growth Foundation, Common Wealth and Labour group Progress are advising Labour party to change before it is too late. Langleben of Progress says-“The OBR was created for an era defined by austerity, and while it can clearly count the upfront cost of investment, it too often misses the long-term value, whether that’s a healthier workforce, better housing or modern transport." It now appears that Rachel Reeves is really the wrong person for the job of Finance minister and that Keir Starmer had another problem in addition to McSweeney, where he was stuck with 5 billion pounds cuts to welfare spending losing some of the Labour base to Greens, as seen in byelections and in polls showing a mere 18% approval rate for Starmer. It now appears that Yvette Cooper at Home Ministry stuck on the old asylum rules, Rachel Reeves stuck on the austerity period OBR assessments and making cuts in payments for Labour's base, and McSweeney with his lack of honest conviction to help Labour's base, Mandelson, were all the wrong people appointed to the wrong positions that risk's losing the base of Labour by fracturing it and sending it to Reform UK on immigration, on budget cuts to the Greens, and on a sense of lack of true conviction and sincerity to the Liberal party. ...

LyrArc Article Gist
People value their independence more and value their personal time more as a result of working from home during the pandemic in 2020 and in 2021. People have learned to manage their time without oversight. Family time and personal priorities are now more important. Greater autonomy from organizational structures and managers is the new way of life.

LyrArc Article Gist
Supply chains are unraveling in many industries with the tariffs imposed by president Trump on imports from China, and renegotiated trade deals with South Korea and other countries. The growth in the value of foreign value added was possible with cuts in tariffs in the period after 1990 and the emergence of China as a low cost manufacturer with cheap labor. Foreign value added increased from 20% in 1990 to 30% in 2011. The impact on factory towns and communities in the U.S. of trade in which the U.S. manufacturing declined as it shifted to China resulted in the surge in support for president Trump. The tariffs war with China is an effort to correct this imbalance. The result is a shift in supply chains away from China in some industries and gradual shift in others. Rising wages in China had already resulted in early shifts and the the environmental costs adding to this trend. President Trump temporarily suspended a threatened imposition of duties of 25% on $325 billion of Chinese imports. A renegotiated Nafta agreement with Mexico for automobile production and determination of U.S. based content and wages was designed to reset the relationship with Mexico and the auto supply chain for production in Mexico. A threat of tariffs on European auto imports to the U.S. is set for a decision in November. The trade dispute between Japan and South Korea and threat of tariffs also shows the effect this is having in other countries. With the U.S. looking at its own interest in the global supply chain and its advantage or disadvantage, industries and companies are not free to make decisions based on which country offers the best arrangement and deal for manufacturing. Notions of competitive advantage in the tech race with China are affecting the way the U.S. and European nations are acting. ...

LyrArc Article Gist
It will take some time for AI software firms (Apple, Amazon, Microsoft and Google)  to generate returns. Yet AI enabling goods, the AI chipmakers (the hardware) made by Taiwan, South Korea and the US's Nvidia are making large profits from the boom in AI investments worldwide. South Korea's Samsung SK Hynix, Taiwan's TSMC and Nvidia in the US are chip makers making huge sales revenue in AI enabling goods- $2.6 trillion for Asian makers including Japan, $1.4 trillion for all US chip makers. This report in the WSJ says whether and when the AI software makers (Google, Microsoft and Amazon)  turn a profit the AI boom is changing the habits of ordinary investors, surging the market capitalization of TSMC, Samsung, SK Hynix and Nvidia, and creating a big surge in stock markets in Asia and a bit smaller by comparison in the US. Total spending in 2026 for worldwide AI services, infrastructure and software was $2.6 trillion in 2026, going up to $3.5 trillion in 2027. The most astonishing aspect of this is how much the AI boom has increased the Asian stock market indexes- TAIEX index of Taiwan which has gone up 55% year to date Jan-June 2026 in value and South Korea's Kospi index which has increased 110% in value. Taiwan's TSMC shares doubled in value. Japan's stock market index Nikkei up year to date Jan-June 2026 32%.  Another aspect of this is that just one company TSMC makes up 42% - market capitalization as a percentage of the overall stock index- of TAIEX Taiwan's stock market index. And just 2 companies Samsung and SK Hynix make up 55% of South Korea's KOSPI Index. By comparison the US S&P up 11% in the same period year to date Jan-June 2026. This report looks at the speculative fever as ordinary investors in the middle and lower income classes in Asia in Taiwan and South Korea from cab drivers, insurance agents, software programmers and elementary school teaches, to high school students with parental sponsored accounts, are all engaged in speculative trading in AI related stocks. What all this means in terms of the cost of living issues, the price of oil and gas with Hormuz and the Memorandum with Iran to open it, the social fabric splintering, the cultural issues splitting electorates in the US and Europe, the migration issues, the issues on world trade is a separate question. It is similar to the railroads and steamship building in the 19th century and the construction of the interstate highway system in the 20th century (in the 1950's in US and in 2000's in China, 2020 in India) different aspects of the Industrial Revolution that overlap with the social and political changes of each period in history. Speculative booms in financial markets accompanied these changes till they returned to a degree of normalcy. It still required regulation, oversight, building the modern institutions of government that improved the economic life of nations and people during the FDR/Truman/Ike  period, and the period after the sixties that shaped the European Union and economic progress in Europe, similar changes in China and India, Brazil. And the many changes now needed in 2026 in the US, and Europe for reindustrialization, and modernization in India, continued development in China. ...

LyrArc Article Gist
Andy Grove makes this passionate plea for the dignity of workers in America in 2010. It is worth reading in 2020 what this founder of Intel Corp and pioneering spirit of Silicon Valley has to say. Andy Grove of Intel says there is something seriously wrong when the unemployment rate in the Bay Area is higher than the 9.7% national average for the USA. American companies have added jobs like crazy in Asia, but things are sputtering back home. Hon Hai has 800,000 employees and makes most of the electronic and computer products for American companies. Grove says startups are not the answer, unless they scale up and create jobs the way Intel did starting back in 1968, with a $3 million capital infusion by investors. The move from the first production model to mass production is critical, as companies hire thousands of people. Innovation and scaling up have to go together. He makes his point clearly by pointing out that Apple has 25,000 employees. For every Apple employee there are 10 employees in China working on Apple iMacs, iPods, iPhones. And he adds that the same 10 to 1 relationship applies to other U.S. tech companies. And here Grove asks the tough question by first posing an answer. He says it sounds like- no big deal, we keep the high paying jobs, we keep most of the profits, but what kind of society are we going to have with highly paid professional workers and lots of people unemployed? And he doesn't mention that there are a lot more young people unemployed. He says the US has become very inefficient at creating tech jobs, and it would be a great mistake not to act decisively early on. And adds that the investments in such areas as solar power and electric car batteries have to be made early on to maintain leadership in these areas. Grove faults academics like Alan Blinder and others who say loss of manufacturing jobs and whole industries was no big deal. The U.S. has forgotten the value of manufacturing jobs. He wants to see America focus on jobs and rebuild its industrial base. And less of transferring engineering knowhow and new technologies overseas, technology that can help bring innovation and scaling up of factories at home. In his view individual companies doing their own thing, in a misguided fashion that jobs don't matter, is not the answer to the situation we face. The industrial economies of Asia, China at the present day, have focussed on jobs and technology, and scaled up. Grove reminds readers of the situation in America in 1932, when jobless veterans demonstrating outside the White House in large numbers were dispersed by soldiers with live ammunition and fixed bayonets. This makes him shudder at the very thought of it, and brings back memories of his early years in Hungary, as a young man in 1956. Are we listening? ...

LyrArc Article Gist
Regional banks lose more than a third of hteir stock values in Ohio, the southeast and western states. In some cases banks have lost half their value. These banks will neede another $65 billion on top of the $120 billion they have raised so far according to a Goldman Sachs report. The declinig market for commercial real estate will also hit these banks.

LyrArc Article Gist
Apple and Microsoft make up 13.3% of the S&P 500. Apple makes up 7.1% of S&P 500. Other tech stocks such as Netflix, Google, Facebook and Amazon have lost value. Apple and Microsoft are the only two stocks that have gained ground. One has to go back to IBM and AT&T in 1978 to see two stocks with a significant share in the S&P 500. During the banking crisis Apple and Microsoft have acted as havens in the stock markets. Both energy and banking stocks have lost value. Tech stocks lost value in 2022 and are regaining some ground.

LyrArc Article Gist
Prof. Patrice Geoffron of Universite Paris-Dauphine writes in Le Monde what is on everyone's minds- on how oil geopolitics and fossil fuel price volatility and price uncertainty what he calls fossil fuel chaos, is creating a new demand for renewable energy in Europe in 2027 to 2031. Business and industry in Europe see the value of renewable energy not in comparison with low fossil fuel prices anymore but with a fossil fuel price that can jump at any time to the $100 a barrel for some geopolitical event. Compared to this fossil chaos European business and industry can depend on a known price and known conditions for solar energy. The same thinking will be going on in business in Asia- in China and established leader in solar, in India an aspiring solar power, and in Japan. Modular nuclear reactors are also a new way to go. This means even under DJT with his skepticism for renewables the technology and production of renewables will continue and pick up pace. People will also ask whether its worth all the trouble to get fossil fuel supplies at levels that make no sense through waters of Hormuz straits- China and Jpan getting a makes no sense 90% of their imports from Hormuz, and India nearly 50%. Their are moral considerations also whether a morally conscious China, Japan and India, South Korea with much of the industrial base in the world can justify missile attacks on the scale of tens of thousands in the region and bombing just to clear Hormuz. ...

LyrArc Article Gist
The huge challenges faced by a nation of 1.2 billion people and its border relations with China are the subject of this interview with the Australian Envoy to India. He says India faces some unique challenges but shares the same values of all the democracies in the region and in the world. He says rhetoric is one thing and practical action is another, saying that the QUAD is moving at that level.

LyrArc Article Gist
The long 1300 mile journey of a consumer good is tracked in this WSJ documentary to show how complicated and crazy supply chains have become. The pandemic and the war in Ukraine are leading to this realization about how crazy things have become, the shift to shorter supply chains and bringing  manufacturing home or closer to home. Factories half a world away with products that turn up on consumer shelves a year later, does this make sense anymore, is the question raised in this WSJ documentary. Not told is the story of how this impacts jobs at home and how it impacts everything in local communities which consume these products. On the tax revenues from missing local factories shipped overseas that did not build the necessary infrastructure that makes communities livable and the funding for schools and hospitals. And the good manufacturing jobs that are missing in these local communities in the US and European Union leading to the fraying of societies and the values that underpin them. ...