Rajesh Jain

FT: “Global public debt is forecast to exceed $100tn by the end of this year, underscoring the need for tougher action to stabilise borrowing in major economies around the world, the IMF has said. Government debt, which ballooned during the Covid-19 pandemic, has continued to rise as countries embrace higher spending to stimulate economic growth, with the US and China driving the surge, the IMF said in a report…Debt was set to approach 100 per cent of global GDP by the end of the decade, the fund added, warning that major economies’ plans to stabilise borrowing “fall far short of what is needed”.”

Meir Statman: “the combination of risks and potential returns in our life portfolios are similar to their combinations in our investment portfolios. We do well when we have a high tolerance for career and social risks, and a lower tolerance for investment risk. Some returns of individual investments in our portfolios, whether investment or life ones, are likely to be exhilarating while others are likely to be disappointing. But it is the returns of the overall portfolios, whether investments or life, that really matter.”

WSJ: “Researchers around the world are working to grow heart valves, lungs and more from human cells. They have succeeded in bringing some to market such as knee cartilage and skin grafts, but advances for more complicated anatomy have been slow-going for years. Now scientists are gaining ground in tissue engineering that could help a host of people who deal with circulatory-system problems. One of the companies furthest along is Humacyte, a Durham, N.C.-based biotech that makes lab-grown blood vessels, which could help patients with traumatic injuries along with those who use catheters for dialysis or suffer pain from narrowed circulation to the limbs. Using new, lab-grown blood vessels to replace the old would offer surgeons a method drastically different from today’s to help patients whose arteries have been torn in explosions or car crashes, for example.”

NYTimes: “Over the next decade, the world is poised to add the equivalent of Japan’s annual electricity demand to grids each year, driven by surging power needs for new factories, electric vehicles, air-conditioners and data centers, according to the agency’s annual World Energy Outlook, a comprehensive report on global energy trends. In all, the agency now expects global electricity demand to be 6 percent higher in 2035 than it forecast last year.” FT: “A huge increase in the use of air conditioning will have one of the biggest and most unpredictable impacts on the world’s electricity grids in the coming decade, the International Energy Agency has said. Researchers at the IEA, an organisation dedicated to ensuring energy security, said a combination of rising incomes in the developing world and higher temperatures from climate change meant that power used for home air conditioning units would rise by an amount greater than the entire Middle East’s electricity use today.”

Arnold Kling: “I think of the [US] election as a necessary evil. Elections are necessary because you want people to give up power. But they are evil because politics is like the worst of Twitter. You get followers by stirring up fear and anger. We can have an argument over which candidate’s economic proposals are worse than the other’s. We can have an argument over which candidate’s rhetoric is more demagogic and out of touch with reality. Only a partisan hack could claim that either candidate is good on the economy. I wish we could elect Javier Milei.”

Rohit Krishnan on what has surprised him most this year: “The development of decentralized training for AI models, from DiLoCo and DiPaCo from Google DeepMind to Distro coming up from Nous Research. It completely changes the game in terms of how we ought to think about large models and what we can do to train them. This means pure compute thresholds are not going to be very useful, and that we will have even less of a way to centrally control the means of knowledge production.”

WSJ: “The role of lasers is likely to be narrow for the foreseeable future because of their large energy needs, limited range and problems with bad weather. But militaries say the new weapons could prove an effective way to shoot down drones, a key task as they look for cheaper ways to counter a proliferation of unmanned aerial vehicles, or UAVs, in combat. Laser weapons shoot highly concentrated beams of light that deliver intense heat to their target. The beams, which travel at the speed of light, cut through metal to destroy engines, fuel tanks, electronics and other key parts of a target or can be used to “dazzle,” or blind, their sensors and cameras. “The old adage that lasers were five years from being amazing and always will be, that is changing,” said Doug Bush, the U.S. Army’s assistant secretary for acquisitions, logistics and technology. “Lasers for counter drone (warfare) may have met their moment,” he said.”

FT: “Corporate messaging on social media is often left to younger, tech-savvy staff in a business, or communications professionals, who understand how it might be received. But chief executives and other C-suite staff are increasingly expected to post regularly on platforms such as LinkedIn to improve their public profile. And, as with all influencers online, authenticity is critical. There has been a 35 per cent increase in C-suite professionals in the US on LinkedIn in the past five years and a 30 per cent rise in the UK. There has also been a 23 per cent increase in posts from chief executives globally year on year, and their content gets four times more engagement than other content from LinkedIn members. CEOs can expect a 39 per cent surge in followers after posting, according to LinkedIn. “It is often easier to build trust with people than corporate brands,” says Dan Shapero, chief operating officer at the platform.”

Jason Lemkin (written in early Oct): “Since December 2021 it’s been rough for SaaS liquidity: There have only been 3 SaaS IPOs since 2021: Klaviyo, Rubrik, and OneStream.  Just 3.  A record low…The Top 10 Software acquirors’ M&A activity is down -90% or more from 2021.”

WSJ: “Private equity…is no foreign player in the skilled trades these days. PE firms across the country have been scooping up home services like HVAC—that is, heating, ventilation and air conditioning—as well as plumbing and electrical companies. They hope to profit by running larger, more profitable operations. Their growth marks a major shift, taking home-services firms away from family operators by offering mom-and-pop shops seven-figure and eight-figure paydays. It is a contrast from previous generations, when more owners handed companies down to their children or employees.”

Mint: “In the 1950s, manufacturing was about 10% of India’s economy. Since 2010, it has averaged about 17.7%. When the ‘Make in India’ campaign was launched in 2014, it was 17.3%. As the economy expanded over the years, the share of agriculture declined while that of services rose. The share of manufacturing has never reached even 20%. The reasons for this are well documented: Difficulties in obtaining a multiplicity of required licences, delays in acquiring key requirements such as land, hundreds of stringent labour regulations that make taking on labour costly and incentivize the formation of small rather than large integrated firms, and deficiencies of physical infrastructure and governance at the level of states.”

Harsh Mariwala: “Entrepreneurs are often treated like mythical creatures—visionary, creative and self-actualized. But this aura leaves no room for their vulnerability. We rarely talk about their unique stressors and challenges. In my journey as an entrepreneur and from conversations with others, I have learned that many of us experience anxiety, sleeplessness, irritability, anger, guilt, sadness and isolation at some time or another. There are mental health implications of linking your identity with a business, along with the constant fear of failure or of not fulfilling your role in enterprise and society. With the entrepreneurial ecosystem becoming increasingly competitive, these risks get pronounced.”

Anna Koivuniemi: “If you are a researcher, you typically need to read a lot of material, and figure out which of the thousands of papers published annually are relevant to your work. AI’s ability to enhance productivity will enormously accelerate research and lead to new breakthroughs. I’ve seen the proof of AI’s ability to handle huge amounts of data, understand the patterns, fill in the gaps, and make predictions that are far faster and more precise than humans. I think we have an example of that in weather forecasting, which is a brilliant human science. But weather models based on AI have quickly made huge advances, making complicated predictions in seconds that took hours with powerful computers just a year ago…[Also,] think about the problems humans haven’t yet been able to solve because they are either so complex, too interdependent, or involve too much data. I have a strong hope that in five to ten years, AI models will help researchers be more productive, help them create better and faster simulations, and help to solve new problems.”

Uday Shankar: “Many Western companies haven’t succeeded in India primarily because, even before they board the flight to India, their strategy is very clear in their heads, and that is often a global strategy that has been defined by a team that has never been to India or doesn’t know India. They look at India as the headline value of a population of 1.4 billion people. But if you look under the hood, barely 60 million people or so fall into the “affluent” category [with an income of greater than $10,000]. So which India do Western companies want to address? They come here for the 1.4 billion people but start designing solutions for 60 million people or less—that’s where the big mismatch is. And this insight becomes clear very quickly. However, they don’t want to change that strategy, for whatever reason—sometimes it’s a conviction about their strategy, sometimes because it causes global dissonance in their business model.”

WSJ: “Since trade and investment-income surpluses and deficits across the world must equal zero, [Michael] Pettis argues the U.S. is forced to run trade deficits as long as it absorbs the savings of China and other surplus economies. As those savings flow into U.S. assets, they drive up the value of the dollar. That encourages America to import more, which benefits foreign manufacturers at the expense of jobs and earnings at their U.S. rivals. And to offset the manufacturing sector’s weakness, the U.S. must borrow more to keep up the big spending, resulting in huge fiscal deficits and periodic financial bubbles. It is the surplus countries like China, he says, not the deficit countries like the U.S. that are the real protectionists.”

WSJ: “When they walked into their local food cooperative a decade ago with a Ziploc bag of homemade tortillas, Veronica and Miguel Garza had no clue that they would one day have a billion-dollar business. Veronica had just started making grain-free tortillas from her Texas kitchen, and her wildest dream was selling them at a farmers market. But after that fateful day, she founded a company with Miguel, her youngest brother. They called it Siete Foods—siete as in the seven members of the Garza family. In only 10 years, their products have gone from a single grocery store to just about every supermarket. These days, Siete’s collection of grain-free snacks includes tortillas, chips, taco shells, cookies, churro strips, beans, queso puffs, salsas and sauces. What started as a side hustle has become one of America’s most successful food startups. And it was acquired [recently] by PepsiCo for $1.2 billion.”

Machines of Loving Grace by Dario Amodei. “I think and talk a lot about the risks of powerful AI. The company I’m the CEO of, Anthropic, does a lot of research on how to reduce these risks. Because of this, people sometimes draw the conclusion that I’m a pessimist or “doomer” who thinks AI will be mostly bad or dangerous. I don’t think that at all. In fact, one of my main reasons for focusing on risks is that they’re the only thing standing between us and what I see as a fundamentally positive future. I think that most people are underestimating just how radical the upside of AI could be, just as I think most people are underestimating how bad the risks could be. In this essay I try to sketch out what that upside might look like—what a world with powerful AI might look like if everything goes right. Of course no one can know the future with any certainty or precision, and the effects of powerful AI are likely to be even more unpredictable than past technological changes, so all of this is unavoidably going to consist of guesses. But I am aiming for at least educated and useful guesses, which capture the flavor of what will happen even if most details end up being wrong. I’m including lots of details mainly because I think a concrete vision does more to advance discussion than a highly hedged and abstract one.” Matt Clancy has some different views.

NYTimes: “The S&P 500 is more than 20 percent higher than the Wall Street consensus for all of 2024. As a consequence, Wall Street has upgraded its outlook radically: Now that stocks have been rallying, why shouldn’t they rise further? It’s not crazy to think this way, even in the midst of wars, catastrophic storms and vituperative political battles. Stock market momentum, in itself, is a powerful thing. When the market is rising, it often keeps going. And important factors are propitious for stocks: The Federal Reserve has made life easier for companies and investors by lowering interest rates, those companies are still churning out handsome earnings and there is no economic recession visible on the horizon. But at some point, the tide always turns. While market meltdowns are what most people worry about, some strategists are nervous that stocks are rising too rapidly. “The risk of a melt-up has increased,” Yardeni Research, an independent financial research firm, warned clients in a note last month. Translation: The market is in danger of getting carried away.”

WSJ: “In his intellectually sparkling and beautifully crafted “The Genetic Book of the Dead: A Darwinian Reverie,” Richard Dawkins argues that, unlike the unfinished works of human literature—specific, deliberate—the genetic manuscript encoding the informational details of human beings was not crafted by a conscious being or Creator, but by a Darwinian process of evolution by natural selection…The human genome is an unfinished work, its current state representing a snapshot, a moment of transience and transition that lacks the completeness of a destination. Unlike a novel, however, the genome is a project of continuous revision, locked in a Nietzschean state of perpetual becoming. It is a process that may often be whimsical and capricious. As such we have lyre birds that can mimic car alarms, chainsaws and supposedly even the distinct sounds of “Nikon versus Canon camera shutters,” and octopuses that have “perfected the art of dynamic cross-dressing.” It is also possible, Mr. Dawkins intriguingly speculates, that bats may “hear in color.””

The Verge: “Humans have automated tasks for centuries. Now, AI companies see a path to profit in harnessing our love of efficiency, and they’ve got a name for their solution: agents. AI agents are autonomous programs that perform tasks, make decisions, and interact with environments with little human input, and they’re the focus of every major company working on AI today…AI companies argue “agents” — you’d better not call them bots — are different. Instead of following a simple, rote set of instructions, they believe agents will be able to interact with environments, learn from feedback, and make decisions without constant human input. They could dynamically manage tasks like making purchases, booking travel, or scheduling meetings, adapting to unforeseen circumstances and interacting with systems that could include humans and other AI tools. Artificial intelligence companies hope that agents will provide a way to monetize powerful, expensive AI models.”

Kenneth Kletzer: “The middle-income trap is a clear potential for India. Has South Korea gotten into a middle-income trap? I’m not so sure. South Korea continues to grow, but slowing growth rates are what we see. South Korea has a fairly high per capita income now and has naturally started to converge towards the growth rate of others. I would expect by 2047 that India will have a higher per capita GDP. The stumbling point for the whole world, particularly a country like India, is that it might be exposed to climate change, notably in agriculture…Every country has its potential. Even though manufacturing has taken amazing leaps in India, there still needs to be greater integration in the global supply chain. That integration has really just begun. Getting transportation within the country is not all that great yet, for goods. Can that kind of growth be sustained without advancing manufacturers more? And I can’t make a prediction on that. Advancing manufacturers may be a real opportunity for India. “