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A Record-Breaking January Jump Last Friday, we got the January Manufacturing Business Outlook Survey from the Philadelphia Fed, and to say the numbers were eye-popping would be an understatement. The data, collected from January 6 to January 13, showed such a remarkable turnaround in manufacturing activity that it demands closer scrutiny - particularly given the…
The idea that central banks should conduct "climate policy" is fortunately dying out. I say fortunately because central banks essentially have only one instrument - how much money they create - and that instrument can only be used for one thing. So if one invents all sorts of tasks, one sets aside the main task…
A slightly nervous look at America's financial future The Story So Far: Everything is Fine(ish) In recent days, I have been asked to write about public debt in the USA. So here we go… If we start by looking at the development of the public finance deficit, we can see from the first graph that…
The Return of Inflation Fears US inflation fears are back. Therefore, I have decided to revisit and update my favorite inflation forecasting model for the US - the P-star model. In my recent post "Eeny, Meeny, Miny... Panic?", I warned that markets are too optimistic about Fed rate cuts, with the (Theoretical) Mankiw Rule suggesting…
As markets hang on every word from the Federal Reserve, a seismic shift in monetary policy could be just around the corner—and I don't think investors are fully ready for this - yet. While Wall Street continues to bet on further rate cuts, the data tells a different story. Inflationary pressures are rising, consumer expectations…
Over the past 24 hours, a remarkable confrontation has unfolded on X (formerly Twitter) that perfectly encapsulates the inherent contradictions in Elon Musk's political positioning and the broader tensions within American tech politics. The drama began when Musk, the owner of X and Tesla CEO, launched into an expletive-laden defence of the H1B visa programme,…
I have increasingly become frustrated by the focus on "overheating" of the Russian economy championed by many Western military and geopolitical analysts. The narrative more or less goes something like this: fiscal policy is very easy in Russia, so demand is high, and therefore there are now massive demand pressures, which cause 'overheating' and will…
History often rhymes, as Mark Twain is famously quoted as saying. The story of Syrian President Bashar al-Assad’s flight to Russia—and the presumed transfer of his family’s substantial wealth to Moscow—offers a stark reminder of one of the most contentious financial episodes of the 20th century: the transfer of Spain’s gold reserves to the Soviet…
The Stage is Set: Familiar Playbook, Different Starting Point As President-elect Trump prepares for his second term, we are entering a period that bears striking similarities to 2016, but with crucial differences. Back then, I wrote about how Trump’s fiscal expansion plans, combined with the Federal Reserve’s willingness to tolerate higher inflation, created a unique…
Yesterday, Donald Trump shared a rather remarkable post on "Truth Social" about his meeting with the International Longshoremen's Association, where he strongly criticised automation at American ports. The message reveals Trump's economic thinking as fundamentally aligned with that of a 1970s New York union leader: opposing immigration, free trade, and now technological advancement. This is…
Today, the Russian ruble has weakened significantly - 7-8% against the euro and dollar. This is quite substantial - even for an Emerging Markets currency. I am generally very sceptical about shouting "collapse" every time economic news (often just rumours) comes out of Russia, and I would also emphasise that the ruble market is virtually…
I had an interesting exchange on Bluesky yesterday sparked by Scott Bessent's recent comments on tariffs and inflation. It started with Leslie Ehrlich sharing a story about a cab driver in Indianapolis who in the 1980s said something quite profound: "Inflation is a money problem. Do away with money and you'll do away with inflation."…
The Decade-Long Warning Signs For more than a decade, I have consistently argued that China's economic model is fundamentally unsustainable. This perspective, which I first articulated publicly in my August 2014 blog post titled "China might NEVER become the biggest economy in the world," has proven increasingly prescient as we watch China's structural weaknesses manifest…
Social Networks in Flux – The Shift from X to Bluesky In recent days, we have witnessed a remarkable migration of users from X (formerly known as Twitter) to Bluesky. This trend is not merely a reaction to Elon Musk’s controversial stewardship of X, but also deeply intertwined with the outcome of the recent US…
China’s strategy of increasing debt issuance to stimulate the economy mirrors Japan’s reliance on public spending and debt during its “Lost Decade.” In response to a faltering economy, the Japanese government repeatedly increased public investment, hoping to jumpstart growth through infrastructure projects and other short-term measures. While these efforts provided a temporary boost, they ultimately…
On Twitter/X, Bob Elliott has been sharing his observations about American consumer behavior. Elliott, a seasoned investor and businessman, points out a paradoxical economic scenario: despite low mortgage rates and increased household wealth, both consumers and businesses are exhibiting remarkable restraint in borrowing and spending. Elliott noted: "So far the expansion hasn't required increased household…
AI-Powered Synthesis of Austrian and Chicago ideas Like many free-market economists, I began my early studies deeply influenced by the Austrian School, but over time I shifted toward the Chicago School, particularly when it comes to microeconomic theory. These days, I consider myself primarily aligned with Chicago Price Theory on microeconomic matters, while my views…
I have asked NotebookLM to create a podcast on my blog post "AI Agents in Minecraft: Vernon Smith-Style Experimental Economics on Steroids". I think it's pretty good - have a listen here: If you want to know more about my work on AI and data, then have a look at the website of PAICE — the AI…
From Vernon Smith to AI Agents: A Quantum Leap in Experimental Economics These days I spend most of my time talking and advising on the use of AI. I do this in my consultancy Paice that I have co-founded with my business partner Christian Heiner Schmidt. I therefore also spend a lot of time "playing"…
China and Russia Face Mounting Pressures as US Economy Remains Resilient Historical Parallels and Potential Consequences Yesterday we got the US ISM numbers, which surprised somewhat on the downside, which has caused recession fears in the US to rise again. The market is now again increasingly seeing a chance that the Federal Reserve will cut…
The graph below in different variations have been making its rounds on social media in recent days. It is somewhat odd that it took so long for the number to get the any attention as the numbers this relateds to have been out for a couple of weeks. But frankly speaking I didn’t notice it…
On Friday, the headlines were flashing: "Sahm rule triggered". The reason was that with the US unemployment numbers for July coming out at 4.3%, the 3-month moving average was now 0.5 percentage points higher than its 12-month low. The Sahm rule has historically been a strong coinciding indicator for recessions in the US - hence…
On Friday we got the U.S. labour market report for July. Employment growth and wage growth continue to decelerate, and most notably, the unemployment rate rose to 4.3% in July, up from 4.1% in June. This increase has triggered a "recession alarm" — at least if one subscribes to the so-called Sahm Rule. Understanding the…
The Taylor rule is the celebrity of monetary policy rules, frequently touted as the go-to framework for central banks, especially the Federal Reserve. Its simplicity is its charm: set interest rates based on how far inflation deviates from the target and how much the economy is straying from its potential output. However, let's not kid…
I think it is pretty clear to everybody who follows this blog and follows me on social media that I am deeply fascinated by AI and how we can use, for example, Large Language Models in economic research—and I am eager to spread the gospel. Today, I spent a couple of hours building a simple…
Here are two sets of high-frequency US economic data: first, the daily US "inflation" numbers as measured by Truflation.com and the Weekly Economic Index (Lewis-Mertens-Stock), which is a very good weekly indicator of US real GDP growth. What are we seeing? Inflation is sharply down... ... and (proxy) real GDP growth is sharply up. This…
Yesterday, in my post "Fed's hidden strategy: Implementing new dual NGDP targets", I introduced a weekly NGDP growth proxy for the United States and proposed a medium-term NGDP target rule. Today, I want to push this analysis further by exploring how the US yield curve might be functioning as a policy instrument in the Federal…
Traditionally, central banks have focused on inflation targeting, but NGDP level targeting provides a more comprehensive picture by encompassing both inflation and real GDP growth over time. However, real-time data on NGDP is not readily available. This challenge led me to develop a proxy for weekly NGDP growth. In January 2024, I introduced this approach…
Abstract This blog post examines the effectiveness of real rate rules in stabilizing inflation expectations using quarterly data from 10-year Treasury yields and inflation data from 1988 to 2024. We estimate the relationship between inflation deviations from the target and the expected average deviation of future inflation, following the methodology outlined in "Robust Real Rate…
Over the past year, I have increasingly dedicated my time to speaking, writing, and advising on the use of data, analytics, and artificial intelligence (AI). This includes workshops, lectures, and direct consultation with clients on introducing and using AI. Initially, this wasn't an active decision but rather driven by demand. My phone has been ringing…
As AI technology continues to progress, its effects may forever change the world of economics and economic policymaking. I recently had the pleasure of joining David Beckworth on the Macro Musings podcast to discuss these transformative changes. Here's a summary of our conversation and my thoughts on the matter. Listen to the podcast here. My…
In my AI/ChatGPT workshops, I often ask ChatGPT to create an image of "an economist and a Muslim woman" to illustrate how AI "thinks." Artificial intelligence, in its broadest sense, is fundamentally about pattern recognition or prediction. In economic theory, we talk about "statistical discrimination," which occurs when a person is discriminated against based on…
In my recent interview with Steven Budgen on the Achieving Alpha Podcast (see the podcast below), we delved into some pressing economic issues, particularly focusing on China's economic trajectory and its implications for the global economy. Here are my key insights and reflections from that discussion, as well as references to my 2014 blog post,…
I have had a look at a new interesting paper - "Financial Statement Analysis with Large Language Models" - where the authors investigates whether an Large Language Model (LLM) can predict earnings as effectively as human analysts. Summary of the Study In the study, researchers Alex G. Kim, Maximilian Muhn, and Valeri V. Nikolaev from…
I have been thinking about the impact on the economy of an increase in productivity y*, for example, due to the AI revolution, and I assume that it takes time for the central bank to realize that the increase in y* has also increased the natural real interest rate r*. I have tried to model…
What should you spend the next 37 minutes on? You should listen to me talk about why I remain so optimistic about the West, and especially why I am convinced that the USA will continue to be the world's largest economy – and yes, why the status of the dollar as the global reserve currency…
Tonight, I had a discussion with Nik Bhatia, who had invited me to participate in his podcast 'The Bitcoin Layer' to share my views on the continued weakening of the Japanese yen, and why I believe that the Chinese renminbi will follow the same weakening trend that the Japanese yen has experienced over the past…
This morning, the Japanese yen has weakened to 160 against the dollar. This is the weakest level for the Japanese currency since 1990. Depending on how close or far one is from the screen, the movements in the yen might seem dramatic. However, the truth is that in real terms—considering relative purchasing power parity (PPP)—the…
The 1990s and early 2000s witnessed a remarkable technological transformation in financial markets, ultimately leading to significant advancements in transparency and efficiency on a global scale. This era saw a shift towards electronic trading, with terms like "Quants" and "Algo trading" becoming increasingly prevalent. Today, it's estimated that over 90% of global currency trading is…
Facebook has just reminded me of what I was doing on this day a year ago - I was giving a presentation at a seminar in Copenhagen organized by Danske Bank for some of the bank's professional clients, as you can see in the picture below. A lot has changed in the world since then,…