Global entropy: Dragons challenged

The trend has been slowed but the potential has widened

Time flies when you’re having fun

Less than two years have passed since I wrote Global entropy: Enter the dragons, but many of the things I predicted already have occurred or at least rhymed with subsequent events. The most consequential development has been the re-election of Donald Trump. His shift to La Cosa Nostra realist foreign policy from America’s post-1992 turn to moralist policing likely has put the path of Global entropy more firmly on an evolutionary path, albeit at a cost of “fatter tails” in the distribution of risks. For all the noisy outrage in Western capitals – and contrary to the consensus echo chamber’s assessment – President Trump’s sharp course correction likely has caused more behind-the-scenes angst and debate in Beijing and Moscow.

Already prescient?

Before addressing the more consequential implications of President Trump’s policy U-turn and its consequences, with your forgiveness at what could come across as self-congratulation, I’m going to start with a list of other risks that I flagged. A remarkable number already have occurred, in many cases affecting the likely path of Global entropy. Among those that have eventuated already, at least in some form are:

  • An evolutionary path of Global entropy will default to Global bifurcation: I wrote that “The geostrategic implications of Global entropy, acceleration of increasingly specialized technological advancement, and path dependence are pushing the global economy and military power towards Global bifurcation.” The contours of bifurcation already were becoming apparent by the time I wrote that but are clearer now in the increase in technology and export controls between the West and China, President Trump’s use of coercive tariffs to exclude China and apparent success in negotiated trade deals, and the battle over international payments systems.
  • Increasing Global bifurcation would lead to economic coercion: Among the results of that bifurcation, I predictedthat as “Localization replaces outsourced global supply chains…The interdependence of suppliers and procurers in the globalized system likely will yield to greater coercive power of technology leaders [China and the US], via export controls, over increasingly supplicant trading partners.” Both China and the US (hat tip The Brawl Street Journal) have engaged in exactly these tactics.
  • Increasing power of resource producersAnother implication that “one group of exporters likely will retain power over the technology originators in the new economic order: producers of essential natural resources, especially those needed for advanced technologies (critical minerals) and the functioning of economic activities (energy).” The Trump Administration’s resource nationalism at home and competition with China for resource control abroad illustrate the reassertion of resources as the other axis of power to technology (hat tip Doomberg).
  • US adoption of stablecoins as an independent payments system: The passage of the GENIUS act directly fulfilled my prediction that the US would move to thwart China’s efforts to capture client states with its own centralized payments system by supporting the “emergence of independent blockchain-based payments systems.”
  • Iran, Turkey and Israel redraw Middle East’s Sykes-Picot boundaries: The trigger and final outcome – that excluded Iran from the spoils – was different than the scenario I imagined, but the effective outcome was the same: Syria was carved up into Turkish and Israeli “buffer” zones with an “independent” Syrian state in the middle.
  • India-Pakistan war: Again, not the exact scenario that I predicted, but the two countries did engage in a skirmish that, thankfully was less significant than I feared. The conflict also well illustrated two broader predictions that I made regarding India’s place in a bifurcated world and China’s military capabilities.
  • India will be pushed to the West by China amid Global bifurcation: I postulated that in a bifurcated world, India will be pushed to the West by rivalry with and fear of China. Despite all the commentary to the contrary, as I justify below, I’m going to claim this as a win.
  • China already is a peer military competitor to the US: The efficacy of China’s J-10C fighter aircraft and PL-15E beyond-visual-range, air-to-air missiles, used by Pakistan in the conflict with India, demonstrate that China’s indigenous military technology well competes with advanced Western weaponry.11 Note, these were China’s export weapons. The J-10C is a “4.5-generation” aircraft whose original airframe is now 30 years old. Last December, China showed off two prototype sixth-generation stealth aircraft ahead of Western sixth-gen development.22 As if to drive home that point, China’s 80th Anniversary Victory Parade displayed a modern military whose inventory is significantly newer and may outclass the West in some dimensions.33
  • US civil war: I included in my definition “sustained low-grade terrorist activity,” hence will give myself partial marks for this. The assassination of Charlie Kirk, which has enflamed tension all around, is emblematic but only one of several instances of increasing political violence. There was the attempted arson of Pennsylvania Governor Josh Shapiro’s home in April, the assassination of Minnesota state lawmaker Melissa Hortman, and violent riots in several West Coast cities in June that included attacks on law enforcement officials.44 But more troubling was the pre-meditated anti-government attack in early July that was largely ignored by the media. Ten well-armed, body-armored Antifa insurgents lured two US Immigration and Customs Enforcement (ICE) agents into an ambush at an Amarillo, Texas detention center and fired upon them (hat tip Gray Zone Research).55 The incident was one of a surge in attacks on ICE agents this year.66

Misses? Or not yet?

I also enumerated several risks that have not (yet) eventuated: a Chinese invasion or embargo of Taiwan, an Iran-Saudi war, European Monetary Union dissolution, Nigerian, Chinese, or Russian civil wars, debt crises, defaults, and hyperinflations. Importantly, I highlighted these, as with the above, as underappreciated risks, not forecasts. The surprise is that so many of the things I highlighted as risks have indeed occurred in one form or another. As I have written, I still worry greatly about a hostile attempt by China at Taiwan reunificationEMU dissolution especially with the mainstreaming of dollar stablecoins, and debt-related crises.

My most significant prediction still outstanding

Only time will confirm my most consequential prediction – that Global entropy is inevitable, but adaptation may slow it down – and that without that adaptation the West “risks a disorderly descent into a Complexity cascade with attendant increase in geopolitical, economic and market Uncertainty.” But my assessment of the developments since I wrote that are that America’s radical turn in foreign policy has hastened the path to Global bifurcation while reducing the risks of calamitous disorder. Yet, those risks remain substantial. As I described in Fire Marshal Trump, President Trump’s high-stakes gambling approach to policy often improves the central tendency (most likely outcome) while at the same time raising the risks of more extreme outcomes.

From a “bimodal” to a “fat tailed” future

This point is a bit hard to conceptualize but I’ll try. In Enter the dragons, I postulated a “bimodal” future, i.e. one with two most likely outcomes as represented in the figurative probability distribution in Figure 1. The more likely outcome (the higher of the two probability “hills” in Figure 1) was evolution to a new world order of Global bifurcation. The other, less likely but still meaningfully probable outcome was a rapid collapse of the post-War liberal order (PWLO) into disorder (the smaller hill). Incineration in “World War III” or lucking into a new “Nirvana” world order also were possible, just much less likely. In my view, President Trump’s shift of US (and ultimately Western) policies has put us much more firmly on an evolutionary path to Global bifurcation – the highest probability peak in Figure 2 – decreasing the bimodality. But the risk of disorderly collapse remains high and the extreme outcomes of “World War III” and “Nirvana” may be even higher than before, i.e. the distribution has “fatter tails.” (Note: Figures 1 and 2 are illustrative, not based on any model.)

Altering course

While President Trump’s “Revolution” in American policy is even broader, there are five critical changes he has made to US (and ultimately Western) policy that shifts the distribution of outcomes as described in Figure 2:

  1. Shifting diplomacy from values evangelism to La Cosa Nostra realism to arrest the West’s cultural repulsion of non-Western countries;
  2. Countering China’s economic warfare to reindustrialize the US;
  3. Pushing US allies to step up to their own rearmament and reindustrialization needs;
  4. De-risking the international environment and returning the US to its pre-1992 policy of off-shore balancing; and
  5. Opening the door to Russia in an attempt to split it from China.

Losing India and the world order

The 25th Shanghai Cooperation Organization Council (SCO) two weeks ago caused much tut-tutting from the global commentariat that President Trump’s bullying had pushed India into the arms of Russia and China, creating a rival new order. But they seem to forget that Prime Minister Modi also attended the SCO in 2022 and that, while India boycotted the 3rd Belt and Road Initiative Forum in 2023 (as it had with the previous two), the latter meeting also was widely (and wrongly) described as establishing a new world order. Nothing substantive was agreed at the SCO, which was largely a photo-op that Beijing, Moscow and New Delhi all used for differing purposes.

Reality bites

But photo ops are not reality; they are a projection. No doubt, Prime Minister Modi sought to send a message to Donald Trump that India has alternatives to American tariffs. But it is a hollow threat, hence President Trump’s sardonic tweet that “Looks like we’ve lost India and Russia to deepest, darkest, China. May they have a long and prosperous future together!” The reality is quite different for both India and Russia. India was recently (again) invaded by China, a country that arms its mortal enemy, Pakistan, and is surrounding it in the Indian Ocean with naval bases. Realistically, it is not going to abandon the US over tariffs while it needs US arms and technology to resist Chinese domination, a point reinforced by the latter’s 80th Anniversary military parade.

Splitting up the Sino-Russian duo-pole

Russia, for its part, was humiliated by China offering nothing more than a memorandum of intent on the Power of Siberia 2 natural gas pipeline the two countries have been negotiating for two decades (see The Brawl Street Journal‘s excellent analysis).77 As President Putin smiled and joked with President Xi during China’s military parade, it’s hard to believe that he didn’t share India’s fear of the demonstration of China’s superiority in indigenous military-technology, production, and force of arms. The Trump Administration’s carrot-and-stick approach to end the Ukraine war aims to capitalize on both Russian and Indian fear and mistrust of China, as well as the two countries’ long, friendly history. While the ploy to split Russia from China remains a long shot, it isn’t implausible in the absence of Western repulsion, and would greatly reduce long-term risks to global stability.

Base interests over culture

President Trump’s La Cosa Nostra toughness risks injuring Indian pride, but its foundation in geopolitical realities is, for many countries a welcome change in US foreign policy. While the polling in Figure 3 took place before the US raised tariffs on India to 50%, India is one of three countries whose view of the US has improved – from an already high level – since President Trump was elected. As I noted in Values aren’t universal, but power is, President Trump is viewed much more favorably outside the West, in part because he eschews promotion of “universal” values and speaks to those cultures in the truly universal language of power.

No where else to go

For different reasons, other Western countries may be similarly offended by President Trump’s bullying, but they have no realistic option for alternative alignment. Culturally, they are far more aligned with the US, with or without President Trump; their economies are deeply intertwined with the US; and they lack the means to defend themselves in an increasingly dangerous world. This is why, despite all the public grumbling, Western nations have all agreed to increase defense spending and – with a few holdouts – largely agreed to President Trump’s re-writing of trade rules.

Shoring up defenses

In addition to getting NATO and Western Pacific allies to step up, the US is moving aggressively to reindustrialize itself, prioritizing its defense industrial base, and de-risking its security commitments through off-shore balancing to improve its defensive position. The Ukraine war remains unsettled, but the Trump Administration has prioritized resolution and has gotten Europe to agree to take the primary role in enforcing an eventual peace. Similarly, in the Middle East it used Israeli arms to largely neutralize Iran’s ability to disrupt the region, while delivering the final knock-out blow itself.

Clearer path, but still with big risks

Taken together, I see these developments as reducing the risks of a more rapid, chaotic disintegration of the PWLO. Instead, a sustained evolutionary path of Global entropy into a new order of Global bifurcation seems increasingly likely. But all these policies are big gambles that have extreme risks. The pace and wide extent of change being pushed by President Trump also risks a Complexity cascade into the unknown. Investing in this environment means choosing sides carefully in international asset allocation: the returns to China-allied countries are likely to underperform. But the extreme risks mean that a well hedged, tail-protected portfolio is necessary even if you do pick the winners.

1

China’s J-10 ‘Dragon’ shows teeth in India-Pakistan combat debut,” Mehul Srivastava, Charles Clover & Humza Jilani, Financial Times, 13 May 2025; and “How India and Pakistan pulled back from brink of war,” John Reed, Andres Schipani & Humza Jilani, Financial Times, 13 May 2025.

2

China’s ‘J-50’ Tailless Stealth Fighter Seen In New Imagery,” Tyler Rogoway, The War Zone, 4 April 2025; “China’s Sixth-Gen Fighters: Heralding Beijing’s Ambitions for the Future,” Sarmad Naeem, Modern Diplomacy, 5 March 2025; “J-36: China 6-th Gen Combat Aircraft – A Comprehensive Analysis,” International Defence Analysis, 3 January 2025; “Did China Just Reveal A New 6th Generation Fighter-Bomber,” Kris Osborn, 1945, 30 December 2024; and “Decoding China’s sixth-generation fighter Aircraft programme,” Air Marshal Anil Khosla, Ret., SP’s aviation, Issue 12-2024.

3

China’s Military Display and Its Indo-Pacific Message,” Mick Ryan, Center for Strategic and International Studies, 4 September 2025; and “Chinese Military Parade Details New Naval Missiles, Drones,” Alex Luck, Naval News, 4 September 2025.

4

Suspect arrested in arson fire that forced Pennsylvania Gov. Josh Shapiro, family to flee residence,” Marc Levy, Associated Press, 14 April 2025; “Minnesota Rep. Hortman and husband killed, Sen. Hoffman and wife wounded in politically motivated shootings, Gov. Walz says,” Stephen Swanson & Cole Premo, CBS/WCCO News, 16 June 2025; “Reflections on the Continuing Weekend Protests and Riots,” Mike Shelby, Gray Zone Research (Substack), 16 June 2025; “Riot SITREP [13 June 25],” Mike Shelby, Gray Zone Research (Substack), 13 June 2025; “Riot SITREP + Color Revolution Update,” Mike Shelby, Gray Zone Research (Substack), 12 June 2025; and “The LA Riots: An Initial Assessment,” Mike Shelby, Gray Zone Research (Substack), 10 June 2025.

5

Prairieland Detention Center Ambush Storyboard,” Mike Shelby, Gray Zone Research (Substack), 9 July 2025; “Armed Political Violence Catching Up to Rhetoric,” Mike Shelby, Gray Zone Research (Substack), 8 July 2025; and “Ten Individuals Charged with Attempted Murder of Federal Officers and Firearms Offenses in Alvarado Police Officer Shooting,” US Attorney’s Office, Northern District of Texas (press release)US Department of Justice, 8 July 2025.

6

Attacks on ICE agents up nearly 700%, says DHS,” Kristine Frazao, KVII ABC 7 News, 8 July 2025.

7

What the Power of Siberia 2 Deal Really Means for Russia and China,” The Moscow Times, 4 September 2025.

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Economic and market forecasts:

Economic & market forecasts
  • Sustained higher US rates, vulnerability of backend rates and term premia to steepening in H2 2023: Are we there yet? 

  • No recession, continued strength of US economy throughout 2023: Solved: Drivers of the dollar cycle; Clash of the Themes; Are we there yet?; Opportunity knocks: Are you listening?; Götterdämmerung.

  • No backtracking or “pivot” by the Fed in 2023: Solved: Drivers of the dollar cycle; Clash of the Themes; Are we there yet?; Opportunity knocks: Are you listening?; Götterdämmerung.

  • No banking crisis or reversal by the Fed following the failures of Silicon Valley Bank: Did QE cause bank failures? Opportunity knocks: Are you listening? 

  • No new “Plaza Accord” resulting from US dollar strength and Fed rate hikes in 2022: Plaza 2.0 bid, not offered

  • No default by Nigeria before or in the aftermath of the 2023 national elections: Debt reality versus perceptions

  • The continued fall in US real rates through the 2000s and early 2010s. Themes & framework: Mercantilism (with Chinese characteristics) and the associated $Bloc/Chinese co-prosperity sphere undermined the marginal product of capital in the US while simultaneously increasing non-US demand for US Treasuries.

  • Emerging market outperformance in the 2000s. Themes & framework: Mercantilism (with Chinese characteristics) drove both the development of the $Bloc/Chinese co-prosperity sphere and the commodity supercycle, while Apex neoliberalism supported institutional reforms that lowered EM risk premia, all of which encouraged foreign direct investment that raised productivity and led to rapid economic growth.

  • The end of emerging markets’ “original sin” and growth of EM local bond markets, a development supported by a G7 initiative that I led at the US Treasury. Themes & framework: The $Bloc/Chinese co-prosperity sphere provided a new stability in many EM exchange rates while institutional reforms undertaken by many as part of Apex neoliberalism lowered EM risk premia. 

  • The Global Financial Crisis (albeit see admission of errors below). Themes & framework: Mercantilism (with Chinese characteristics) and $Bloc/Chinese co-prosperity sphere simultaneously increased incentives for debt finance in the US (as demand for “safe” USD bonds rose globally) while undermining US means of repayment as the US marginal product of capital in traded goods fell.  Combined with poorly designed bank regulation that allowed banks to leverage themselves well beyond regulators’ intent (Apex neoliberalism), “complexity cascaded”.

  • The failure of QE to generate post-GFC inflation. Themes & framework: Believing is being: inflation expectations were stable to falling amid deleveraging and associated lethargic income growth, lowering real interest rates as nominal rates were pinned at the zero lower bound, and implying sustained weak money demand.  Stuffing banks with more reserves changed none of those variables.  As Keynes described seven decades earlier – in the absence of negative nominal rates – monetary policy at the zero lower bound is equivalent to “pushing on a string”.

  • The lack of effect of balance sheet runoff on interest rates. Themes & framework: Believing is being and portfolio theory rejected the then dominant “portfolio balance” theory of QE.  QE was a credible commitment by central banks to keep rates on hold, suppressing expectations for future rates and thus the yield curve.  This is why the “Taper Tantrum” had its largest effects on 3-5 year forward rates as expectations for rates hiked rose, while long-dated forward rates fell.  Measures of long-dated term premia continued to fall as the Fed reduced its balance sheet.

  • Peak Chinese growth in 2011. Themes & framework: Mercantilism (with Chinese characteristics) led to unsustainable contributions of investment to GDP and a collapse in China’s marginal product of capital amid historically large debt to GDP, a phenomenon that peaked with China’s 50% surge in domestic credit in response to the GFC.  Domestic funding of its debt trapped China within its own financial repression scheme, frustrating its efforts to unwind its $Bloc/Chinese co-prosperity sphere and internationalization the renminbi as a closed capital account is required to avoid savings flight and a collapse of the debt bubble. This self-funded debt bubble implies that losses from consequent overinvestment are “amortized” in the form of slower growth.

  • Emerging Market underperformance of the last decade (and likely future decade). Themes & framework: Institutional reform in EM peaked with US policy credibility before the GFC under Apex neoliberalism; China’s peak within Mercantilism (with Chinese characteristics) in 2011 and the associated end of the commodity supercycle ended the “pack” economic benefits of the $Bloc/Chinese co-prosperity sphere, while simultaneously the advent of Localization began to shift production back to advanced economies.  Amid stagnating growth and backsliding reforms, EM FX and asset prices looked (and continue to look) overvalued and risk spreads remain too thin.

  • Falling USD reserve share in the 2000s and a rising share since peak China. Themes & framework: The massive reserve accumulation required to sustain undervalution of the $Bloc/Chinese co-prosperity sphere came to be seen as “sovereign wealth” that required diversification, rather than a liquidity store for crises, and led to a consequent fall in the USD share of reserves.  Yet the greater financial openness and cross-border claims that accompanied the Apex neoliberalism necessarily implied a proportional increase in capital outflows in periods of risk aversion; i.e. historically large reserves were not as large as perceived in reality.  As China and the $Bloc/Chinese co-prosperity sphere slowed after 2011, and Global entropy increased Uncertainty with attendant effects on risk aversion, emerging markets learned painfully in 2014 that reserves were neither excess nor sovereign wealth, but instead necessary liquidity, and that the USD’s safe haven properties were unparalleled.

  • Low and falling inflation throughout the 2010s. Themes & framework: Missingflation, the unexplained trend component of global inflation that had led to two decades of inflation overforecasting by economists, showed no signs of abating and seemed to be caused by a continued slide in inflation expectations (Believing is being) as central banks struggled with the zero lower bound.  The end of the trend would require both for central banks to make more credible commitment to raise inflation in conjunction with a sustained positive inflation shock.

  • The (trend) bottoming of long-term US real rates, higher-than-expected peak in Fed funds rates and US equity outperformance in the last decade. Themes & framework:  China’s peak in 2011 under Mercantilism (with Chinese characteristics) and the dissolution of the $Bloc/Chinese co-prosperity sphere ended the trend of falling US real rates they had created.  But it wasn’t until Localization gathered sufficient steam – and the US private sector had deleveraged – that US openness and technological leadership sufficiently raised US returns to capital to support a rise in US real rates.  The Trump administration’s political support (Politics of Rage) for Localization gave another nudge to US relative returns to capital, and Covid again accelerated these phenomena further (and likely more sustainably).

  • The capitulation of Saudi Arabia’s price leadership/management in 2014 in the face of surging US tight oil production leading to lower and more volatile crude oil prices. Themes & framework: The end of the commodity supercycle brought about by peak China under Mercantilism (with Chinese characteristics) paused relentless crude oil demand growth, allowing innovation and a business-friendly US regime to undermined Saudi Arabia’s price leadership with tight oil production.  Cartel dynamics combined with Saudi Arabia’s long-run price maximization led to a collapse in Saudi-enforced OPEC discipline, and lower, more volatile crude oil prices.

  • Financial volatility’s shift to a lower median level with more frequent, shorter explosions during the last decade. Themes & framework: Rising Uncertainty in politics (Politics of Rage), geopolitics (Global entropy), technology (Localization), and policy (Missingflation) amid Complexity cascades shifted the relative shares of total risk away from quantifiable sources towards unquantifiable sources; the counter-intuitive implication of rising uncertainty is lower median volatility as active risk taking retreats in information lulls, with violent explosions of price activity when new information is revealed.

  • Persistence of post-Covid supply constraints and sustainable inflation supported by rearview-mirror central bank policies leading to a flip in the direction of Missingflation. Themes & framework: Covid simultaneously accelerated both the economic and political motivations for Localization, caused a permanent shift in the structure of global demand, and disrupted existing global supply chains. Short-run aggregate supply could not adjust to the jump in investment and shift in demand quickly enough, creating prolonged shortages and the need for prices to curtail demand. The associated cost-push inflation was all the spark needed to ignite Believing is being changes in inflation expectation driven by central banks’ backward-looking policies based on a lack of understanding of Missingflation.

  • The Fed’s post-Covid rate cycle would be more like 1994 than the post-2000 gradualist cycles (a call I made in early 2021). Themes & framework: The intent of the Fed’s FAIT policy always was to boost long-run inflation expectations by falling “behind the curve” on inflation.  Yet their lack of understanding of the causes of Missingflation and insufficient faith in their own ability to generate Believing is being kept them focused on “fighting the last war” too long, allowing inflation to run too hot, too quickly.  But contrary to market conventional wisdom, inflation is deeply politically unpopular in an aging society and no central banker wants to be remembered as failing to control inflation.  Accordingly, the Fed (eventually) will react forcefully to contain the Believing is being genie they underestimated.

  • Consistent underperformance of European economy, assets and the euro since the Global Financial Crisis. Themes & framework: Relative to trend growth, Europe was more highly indebted than the US, yet European policymakers too long considered the GFC an “American problem”.  Combined with Europe’s greater institutional rigidities and a reluctance to write down bad assets, it would take proportionately longer to achieve necessary deleveraging.  China’s 2011 peak within Mercantilism (with Chinese characteristics) and the rise of Localization undermined all parts of Europe: the globalization-dependent South and China-dependent North, while inflexibility and low levels of technological innovation inhibit Europe’s ability to adjust to the new global economic order.

  • UK outperformance of consensus Brexit forecasts. Themes & framework: Consensus forecast for post-Brexit UK were based on three flawed assumptions (due to underappreciation of themes!). First, by ignoring emergent Localization, growth forecasts grounded in Apex neoliberalism wrongly assumed globalization would continue to be a major driver of economic growth.  Second, the consensus failed to acknowledge the UK’s long-run structural competitiveness: world-leading universities providing a technological edge in Localization; and strong, enduring institutions offering safety and stability amid Global entropy and rising Uncertainty.  Third, the consensus, ironically, ignored the largest driver of trade (by a wide margin) in their own models: “gravity”, or proximity to trading partners.  Network effects are extraordinarily powerful in trade and difficult to overcome.

  • Importance and implications for markets of Scottish independence referendum in 2014. Themes & framework: As one of the earliest manifestations of the Politics of Rage and its demands for greater political representation, the Scottish referendum was an unanticipated shock to markets and one of the first signs of Global entropy and the Uncertainty to come.

Global entropy

Manifest and growing disorder

By ignoring the endogeneity of complex systems and Rodrick’s globalization trilemma – that democracy, national self-determination, and economic globalization cannot enduringly coexist – Apex neoliberalism sowed the seeds of its own demise, leading to today’s manifest and growing global disorder: the end of Post-World War II international rules, rising ethnonationalism, multipolarity, the Politics of Rage, and the unwinding of globalized supply chains.  In short, Huntington’s Clash of Civilizations trumped Fukuyama’s End of History.  Apex neoliberalism facilitated rising trade-to-income ratios, cross-border capital flows, intergovernmental cooperation, and intra-economy income inequality; while simultaneously lowering financial spreads, inter-economy income inequality, and inter-state warfare.  Global entropy likely will reverse many of these effects.

Missingflation

Economists don’t understand inflation

What are economists missing about inflation?  In the two decades before Covid, market analysts, academic economists and central banks consistently overforecast inflation; in the last two years they have persistently underforecast it.  Enduring one-way errors are not “white noise”; they demonstrate bias and strongly suggest that economists’ current understanding of inflation is flawed.  Demographics, globalization and technology help to explain some of the forecast miss, but significant omitted variable bias remains, most likely due to failure to explicitly incorporate Believing is being.

Believing is being

Self-fulfilling beliefs are real

Beliefs drive everything from asset bubbles, to debt dynamics, to crypto currencies’ values, to inflation and hyperinflations (probably Missingflation, too).  Good economists understand this but often omit beliefs from models to simplify because of the difficulty in measuring beliefs.  Unfortunately, too many bad economists copy those models without understanding the potential for omitted variable bias.  The rapid social, technological, political, and geopolitical changes behind Global entropy and Uncertainty are swiftly shifting beliefs, driving a feedback loop of economic and political outcomes.  Yet the infrequency of these deviations and difficulty in measuring them make statistical modeling nearly impossible.  Only through economic theory and full-spectrum information collection can we infer when and how beliefs are adjusting and their likely effects.

Complexity cascades

Complex systems fail unpredictably

Human societies, nation states and (especially) economies are examples of complex systems. Complex systems always operate in “broken” mode and ironically are more structurally stable when they have lots of small failures.  But when they are subjected to massive or cascading shocks, complex systems can fail unpredictably and totally.  Covid and manifest Global entropy represent self-reinforcing mammoth shockwaves that imply systemic collapses – in all spheres, socio-political, geopolitical, economic, and financial – are more likely than the consensus admits.

Uncertainty

Not all risks can be quantified

All risks are not the same.  Some are quantifiable, like the chance of being dealt an ace in a game of cards. Others are not but can be subjectively guessed, like the chance you leave a casino a winner. Then there is uncertainty, the most dangerous of all risks because it is by definition, non-quantifiable: what is the chance the casino gets hit by a meteor?  Apex neoliberalism created a façade of quantifiable risks; Global entropy and Complexity cascades are illustrating that the world is far more uncertain.  The quantitative models in finance, business, economics, and politics that gained dominance during Apex neoliberalism generally have performed poorly as Global entropy has become more pronounced, a trend that is likely to sustain as uncertainty rises further.  Scenario analysis and “satisficing” are the only proven frameworks for dealing with uncertainty.

Politics of Rage

The proletariat want their franchise back

Four decades ago, globalization and increasing economic returns to intellectual capital opened a fissure between elites and everyone else, especially in more developed economies.  The economic and political consequences of Apex neoliberalism widened this fissure into a chasm of mistrust that has resulted in the political turmoil that engulfed most advanced economies in the last decade.  Contrary to conventional wisdom, its causes derive more from perceived and actual political disenfranchisement than economic distress and inequality.  Trends in the former suggest the wave is not near cresting, implying sustained socio-political, geopolitical and economic disruptions.

$Bloc/Chinese co-prosperity sphere

FX herding cures “fear of floating”

The “co-prosperity sphere” of bloc managed exchange rates centered around Chinese trade and the US financial system, alternatively known as Bretton Woods II or Chimerica, dramatically reoriented global supply chains, supported emerging markets’ financial development and economic boom of the 2000s, drove much of the dollar’s 2002-’11 depreciation, and ultimately likely caused the Global Financial Crisis.  Emerging market crises of the late 1990s marked the final chapter in the Bretton Woods exchange rate system.  Yet “Fear of floating” persisted until China’s Mercantilism and contemporaneous accession to WTO provided an alternative: exchange rates managed by “herd” or by “pack”.  Hiding within the herd provided financial stability for China’s EM trading partners, while simultaneously allowing them hunt as a pack for foreign direct investment and supply-chain dominance.  The size and rapid growth of the co-prosperity sphere distorted the global economy like a massive stellar object warps space-time.  Collective suppression of exchange rates and domestic cost of capital diverted supply chain growth into the bloc, while attendant reserve accumulation led to a surge in demand for “safe” core economy bonds.  The former undermined returns to capital in traded goods production outside the bloc and the latter depressed interest rates on “safe” US debt, encouraging overinvestment in non-traded goods like housing.  (Note: I labeled this phenomenon “the dollar bloc” when I first wrote about it in 2003-04, but later referred to it as “the co-prosperity sphere”.)

Mercantilism (with Chinese Characteristics)

State capitalism’s unintended costs

China’s 1994-2012 “miracle” that lifted nearly a billion people out of poverty and its current growth problems both originate in its extreme application of the mercantilist “Asian growth model” originated by Japan and later copied by Asia’s “Tigers”.  A combination of capital controls, protectionism, domestic financial repression, and industrial policy direct underpriced capital to favored industries that promote rapid capital accumulation and development by leveraging external demand (and technology) from advanced economies. Rapid development and convergence comes at cost, however.  Underpriced capital and exchange rates lead to distortive overinvestment.  Those losses are realized either abruptly and painfully through write downs – like those enforced on late-‘90s Asian Crisis economies by the IMF – or, if the economy can self fund, are “amortized” as lost future growth.  Japan’s lost decade and China’s current funk are examples of the amortization path of economic loss.

Apex neoliberalism

Liberal capital democracy’s pyrrhic victory

Rapid global growth, particularly in the less developed world, “hyperglobalized” production and the growth of inter-governmental coordination derive substantively from the triumph of neoliberalism that followed the collapse of its ideological competitors with the Soviet Union’s fall and emerging market crises of the 1990s. But so too did the seeds of its undoing: The Politics of Rage, Mercantilism (with Chinese characteristics), Missingflation, and ultimately Global entropy.  Rapid adoption of Western economic institutions and trade mechanisms followed from neoliberalism’s victory, promoting a world of hyperglobalization: ever-more dispersed but integrated global supply chains, just-in-time industrial processes with reduced redundancy, unfettered cross-border capital flows, and uniform rules that increased the influence of international institutions, non-governmental organizations and multinationals at the expense of local political control and less-skilled citizenry.  Resultant uniformity and coincident digitization created a façade of certainty and quantification, promoting an overreliance on quantitative methods in decision processes, risk control and forecasting.

Economic and market phenomena:

Economic & market forecasts
  • The continued fall in US real rates through the 2000s and early 2010s.  Themes & framework: Mercantilism (with Chinese characteristics) and the associated $Bloc/Chinese co-prosperity sphere undermined the marginal product of capital in the US while simultaneously increasing non-US demand for US Treasuries.
     
  • Emerging market outperformance in the 2000s.  Themes & framework: Mercantilism (with Chinese characteristics) drove both the development of the $Bloc/Chinese co-prosperity sphere and the commodity supercycle, while Apex neoliberalism supported institutional reforms that lowered EM risk premia, all of which encouraged foreign direct investment that raised productivity and led to rapid economic growth.
     
  • The end of emerging markets’ “original sin” and growth of EM local bond markets, a development supported by a G7 initiative that I led at the US Treasury.  Themes & framework: The $Bloc/Chinese co-prosperity sphere provided a new stability in many EM exchange rates while institutional reforms undertaken by many as part of Apex neoliberalism lowered EM risk premia.
     
  • The Global Financial Crisis (albeit see admission of errors below).  Themes & framework: Mercantilism (with Chinese characteristics) and $Bloc/Chinese co-prosperity sphere simultaneously increased incentives for debt finance in the US (as demand for “safe” USD bonds rose globally) while undermining US means of repayment as the US marginal product of capital in traded goods fell.  Combined with poorly designed bank regulation that allowed banks to leverage themselves well beyond regulators’ intent (Apex neoliberalism), “complexity cascaded”.
     
  • The failure of QE to generate post-GFC inflation.  Themes & framework: Believing is being: inflation expectations were stable to falling amid deleveraging and associated lethargic income growth, lowering real interest rates as nominal rates were pinned at the zero lower bound, and implying sustained weak money demand.  Stuffing banks with more reserves changed none of those variables.  As Keynes described seven decades earlier – in the absence of negative nominal rates – monetary policy at the zero lower bound is equivalent to “pushing on a string”.
     
  • The lack of effect of balance sheet runoff on interest rates.  Themes & framework: Believing is being and portfolio theory rejected the then dominant “portfolio balance” theory of QE.  QE was a credible commitment by central banks to keep rates on hold, suppressing expectations for future rates and thus the yield curve.  This is why the “Taper Tantrum” had its largest effects on 3-5 year forward rates as expectations for rates hiked rose, while long-dated forward rates fell.  Measures of long-dated term premia continued to fall as the Fed reduced its balance sheet.
     
  • Peak Chinese growth in 2011.  Themes & framework: Mercantilism (with Chinese characteristics) led to unsustainable contributions of investment to GDP and a collapse in China’s marginal product of capital amid historically large debt to GDP, a phenomenon that peaked with China’s 50% surge in domestic credit in response to the GFC.  Domestic funding of its debt trapped China within its own financial repression scheme, frustrating its efforts to unwind its $Bloc/Chinese co-prosperity sphere and internationalization the renminbi as a closed capital account is required to avoid savings flight and a collapse of the debt bubble. This self-funded debt bubble implies that losses from consequent overinvestment are “amortized” in the form of slower growth.
     
  • Emerging Market underperformance of the last decade (and likely future decade).  Themes & framework: Institutional reform in EM peaked with US policy credibility before the GFC under Apex neoliberalism; China’s peak within Mercantilism (with Chinese characteristics) in 2011 and the associated end of the commodity supercycle ended the “pack” economic benefits of the $Bloc/Chinese co-prosperity sphere, while simultaneously the advent of Localization began to shift production back to advanced economies.  Amid stagnating growth and backsliding reforms, EM FX and asset prices looked (and continue to look) overvalued and risk spreads remain too thin.
     
  • Falling USD reserve share in the 2000s and a rising share since peak China.  Themes & framework: The massive reserve accumulation required to sustain undervalution of the $Bloc/Chinese co-prosperity sphere came to be seen as “sovereign wealth” that required diversification, rather than a liquidity store for crises, and led to a consequent fall in the USD share of reserves.  Yet the greater financial openness and cross-border claims that accompanied the Apex neoliberalism necessarily implied a proportional increase in capital outflows in periods of risk aversion; i.e. historically large reserves were not as large as perceived in reality.  As China and the $Bloc/Chinese co-prosperity sphere slowed after 2011, and Global entropy increased Uncertainty with attendant effects on risk aversion, emerging markets learned painfully in 2014 that reserves were neither excess nor sovereign wealth, but instead necessary liquidity, and that the USD’s safe haven properties were unparalleled.
     
  • Low and falling inflation throughout the 2010s.  Themes & framework: Missingflation, the unexplained trend component of global inflation that had led to two decades of inflation overforecasting by economists, showed no signs of abating and seemed to be caused by a continued slide in inflation expectations (Believing is being) as central banks struggled with the zero lower bound.  The end of the trend would require both for central banks to make more credible commitment to raise inflation in conjunction with a sustained positive inflation shock.
     
  • The (trend) bottoming of long-term US real rates, higher-than-expected peak in Fed funds rates and US equity outperformance in the last decade.  Themes & framework:  China’s peak in 2011 under Mercantilism (with Chinese characteristics) and the dissolution of the $Bloc/Chinese co-prosperity sphere ended the trend of falling US real rates they had created.  But it wasn’t until Localization gathered sufficient steam – and the US private sector had deleveraged – that US openness and technological leadership sufficiently raised US returns to capital to support a rise in US real rates.  The Trump administration’s political support (Politics of Rage) for Localization gave another nudge to US relative returns to capital, and Covid again accelerated these phenomena further (and likely more sustainably).
     
  • The capitulation of Saudi Arabia’s price leadership/management in 2014 in the face of surging US tight oil production leading to lower and more volatile crude oil prices.  Themes & framework: The end of the commodity supercycle brought about by peak China under Mercantilism (with Chinese characteristics) paused relentless crude oil demand growth, allowing innovation and a business-friendly US regime to undermined Saudi Arabia’s price leadership with tight oil production.  Cartel dynamics combined with Saudi Arabia’s long-run price maximization led to a collapse in Saudi-enforced OPEC discipline, and lower, more volatile crude oil prices.
     
  • Financial volatility’s shift to a lower median level with more frequent, shorter explosions during the last decade.  Themes & framework: Rising Uncertainty in politics (Politics of Rage), geopolitics (Global entropy), technology (Localization), and policy (Missingflation) amid Complexity cascades shifted the relative shares of total risk away from quantifiable sources towards unquantifiable sources; the counter-intuitive implication of rising uncertainty is lower median volatility as active risk taking retreats in information lulls, with violent explosions of price activity when new information is revealed.
     
  • Persistence of post-Covid supply constraints and sustainable inflation supported by rearview-mirror central bank policies leading to a flip in the direction of Missingflation.  Themes & framework: Covid simultaneously accelerated both the economic and political motivations for Localization, caused a permanent shift in the structure of global demand, and disrupted existing global supply chains. Short-run aggregate supply could not adjust to the jump in investment and shift in demand quickly enough, creating prolonged shortages and the need for prices to curtail demand. The associated cost-push inflation was all the spark needed to ignite Believing is being changes in inflation expectation driven by central banks’ backward-looking policies based on a lack of understanding of Missingflation.
     
  • The Fed’s post-Covid rate cycle would be more like 1994 than the post-2000 gradualist cycles (a call I made in early 2021).  Themes & framework: The intent of the Fed’s FAIT policy always was to boost long-run inflation expectations by falling “behind the curve” on inflation.  Yet their lack of understanding of the causes of Missingflation and insufficient faith in their own ability to generate Believing is being kept them focused on “fighting the last war” too long, allowing inflation to run too hot, too quickly.  But contrary to market conventional wisdom, inflation is deeply politically unpopular in an aging society and no central banker wants to be remembered as failing to control inflation.  Accordingly, the Fed (eventually) will react forcefully to contain the Believing is being genie they underestimated.
     
  • Consistent underperformance of European economy, assets and the euro since the Global Financial Crisis.  Themes & framework: Relative to trend growth, Europe was more highly indebted than the US, yet European policymakers too long considered the GFC an “American problem”.  Combined with Europe’s greater institutional rigidities and a reluctance to write down bad assets, it would take proportionately longer to achieve necessary deleveraging.  China’s 2011 peak within Mercantilism (with Chinese characteristics) and the rise of Localization undermined all parts of Europe: the globalization-dependent South and China-dependent North, while inflexibility and low levels of technological innovation inhibit Europe’s ability to adjust to the new global economic order.
     
  • UK outperformance of consensus Brexit forecasts.  Themes & framework: Consensus forecast for post-Brexit UK were based on three flawed assumptions (due to underappreciation of themes!). First, by ignoring emergent Localization, growth forecasts grounded in Apex neoliberalism wrongly assumed globalization would continue to be a major driver of economic growth.  Second, the consensus failed to acknowledge the UK’s long-run structural competitiveness: world-leading universities providing a technological edge in Localization; and strong, enduring institutions offering safety and stability amid Global entropy and rising Uncertainty.  Third, the consensus, ironically, ignored the largest driver of trade (by a wide margin) in their own models: “gravity”, or proximity to trading partners.  Network effects are extraordinarily powerful in trade and difficult to overcome.
     
  • Importance and implications for markets of Scottish independence referendum in 2014.  Themes & framework: As one of the earliest manifestations of the Politics of Rage and its demands for greater political representation, the Scottish referendum was an unanticipated shock to markets and one of the first signs of Global entropy and the Uncertainty to come.

Foreign exchange forecasts:

Foreign exchange forecasts
  • The dollar’s trend fall 2002-’11. Themes & framework: The effects of the $Bloc/Chinese co-prosperity sphere on relative returns to capital, balance of payments and the effects of “diversification” as sovereign reserves evolved into sovereign wealth.

  • The dollar’s trend turn in 2011, surge 2014-2016, and counter-consensus strength in 2018 and 2021 (I was the only sell-side analyst to forecast USD strength in 2021). Themes & framework: The same forces driving the US real rates higher in the last several years – the end of Mercantilism (with Chinese characteristics) and its associated $Bloc/Chinese co-prosperity sphere, disproportionate benefit to the US from accelerating Localization, Global entropy and Complexity cascades, all played out in the USD, too, with added support from increased safe haven demand for the greenback due to rising Uncertainty brought about by Global entropy and Complexity cascades.

  • The euro’s plunge from $1.36 in mid 2014 to $1.05 in early 2015. Themes & framework: Reluctant deleveraging from the Global Financial Crisis combined with the sharp deterioration in European returns to capital following China’s peak within Mercantilism (with Chinese characteristics) and the shift to Localization from globalization implied a sharply lower real value of the euro. When ECB President Draghi ruled out the deflationary (1990s Japan) path to devaluation with his commitment to “whatever it takes”, Believing is being implied an immediate and massive change in the nominal value of the euro was required as the expected path for domestic prices flipped.

  • The yen’s surge from above 120 per dollar to below 105 in H1 2016. Themes & framework: Abenomics’ biggest success was its Believing is being commitment to reflate Japan’s economy, leading to a sharp depreciation of the nominal yen as expected future deflation was unwound. But yen depreciation included an “overshoot” to compensate for the risks that inflation might overshoot. The Bank of Japan’s tacit admission that “Quantitative & Qualitative Easing” could not create sufficient inflation with its December 2015 adoption of negative interest rates implied a rapid unwind of the overshoot given the yen’s deep undervaluation as beliefs shifted again.

  • The pound sterling’s pre-EU referendum fall to $1.40, post-referendum floor near $1.20, and its post-Brexit rebound above $1.30. Themes & framework: A steep risk premium in sterling was required to compensate for the Uncertainty induced by the Politics of Rage driven jolt.  Yet, 1.20 represented a 60+ year low in purchasing power parity and seemed to undervalue the UK’s long-run structural assets – strong institutions, top global universities, leading tech industry – all of which were appreciating in value in a world of Localization, Global entropy, broader Uncertainty, and rising potential for Complexity cascades.

Political forecasts:

  • Political instability in Russia and China in 2023: Clash of the Themes.

  • Brexit 2016. Themes & framework: The chasm between elites (including those in markets) and ordinary citizens over the latter’s sense of disenfranchisement, the fundamental cause of the Politics of Rage, was clear well before the referendum and strongly suggested that bias in polling turnout models could fully account for the polls’ projected margin of defeat.

  • Trump 2016. Themes & framework: Record pre-election postal votes from registered independents (for whom no party seeks to “get out the vote”) suggested that, as with Brexit, the Politics of Rage’s disenfranchised and unaccounted for voters would be sufficient to overcome the (narrow) projected margin of loss.

  • Marine Le Pen’s 2017 success in reaching the run-off but ultimate failure to win French presidency. Themes & framework: The Politics of Rage framework suggested an undercounting of both Le Pen and left-wing populists’ support, giving her a clear path to the second round. But her projected margin of loss in the general election was far too large to be due solely to turnout bias, implying no chance of second-round success, particularly with left-wing populist voters dropping out or shifting support to Macron.

  • Trump narrow loss, post-election conflict 2020. Themes & framework: Pollsters’ mistaken focus on education levels as the source of their 2016 turnout errors rather than on (mis)trust driven by the Politics of Rage implied polls still were biased. Large shifts in minority voters towards Trump and unusually high “undecided” voters late in a highly polarized election also suggested the magnitude of Trump’s outperformance would be large (indeed, it was larger than 2016).  But the margin to overcome also was much wider in 2020, suggesting a close loss by Trump. Increasing polarization and mistrust on both sides implied a violent reaction by a minority, whichever side lost.

Admission of errors:

I get things wrong, too, but hopefully am the wiser for it.  This list is far from complete, but represents some of the ones that both stung and taught me the most.

  • Failing to specify financial institutions as at risk from credit trauma in 2023. While I did highlight that the most predictable source of for 2023 would be credit events following the massive rise in interest rates in 2022 (Debt reality versus perceptions), I didn’t specifically identify banks and other financial institutions as especially vulnerable, which proved to be the case with the failure of a few regional US banks in March 2023. Lessons learnt: Sometimes one’s focus on the underlying causes blinds to the obvious consequences, and levered entities with broad exposure will always be at risk from any traumas within an economy, even if sector or region specific.

  • Not seeing the Global Financial Crisis sooner. I saw the GFC earlier than many, but the extent of the financial system’s capital shortfall eluded me far longer than it should have.  At the US Treasury from 2006 through early 2008 I was responsible for assessing foreign financial risks (sadly, institutional territorialism prevented an integrated approach with my domestic-side colleagues that may have focused more attention on off-balance-sheet financing of US housing).  I chaired meeting after meeting in 2006-‘07 with market professionals, academics, regulators, and other policymakers where a noisy minority of participants argued that historic levels of debt to GDP implied an impending crisis.  Yet when I challenged them to explain a channel of transmission, what would be the tipping point, why it had not occurred already, or to present evidence that bank capital was insufficient to absorb even an historic drop in US housing prices, none – including some who have become very famous for “calling” the GFC – could do so.  Ultimately, it was the behavior of banks in funding markets in mid-to-late 2007 that clued me in that banks’ capital bases might not be what they purported (or, equivalently, contingent liabilities off balance sheet were far larger than people understood).  What I had not done – nor, apparently had any of the “experts” I consulted in those years – was the detailed micro-level analysis that the protagonists of The Big Short had done (kudos to them).  Lessons learnt: 1. “Macro” analysis often requires “micro foundations”; 2. many people claim expertise, don’t rely on it without evidence; and 3. notwithstanding (2), even if they can’t explain it, pay attention when a gathering minority claim to smell smoke. (Implicit lesson 4: don’t assume that the left hand is talking to the right hand in any organization.)

  • Losing my nerve at the bottom of markets in 2009. My framework helped me to correctly call the bottom in credit markets in January 2009 and recommend to the distressed debt fund I then worked for that we aggressively buy leveraged loans.  But on market research mission in late February, I got spooked by US Treasury and Fed officials I met in New York and Washington.  Throwing my framework out the window, on 6 March 2009, the exact day the S&P 500 hit its 666 low, I wrote a memo urging the fund to sell SPX futures as a hedge on its market exposure.  Lessons learnt: 1. Never abandon your framework; and 2. don’t assume someone’s position or pedigree alone gives them an informational or analytical advantage: demand reasons and evidence.

  • Missing the euro’s partial rebound in 2017; indeed, I forecast it lower! I failed to acknowledge the extent of the uptick in economic activity, and importantly, the credit growth that the ECB’s “anything it takes” policy was generating.  This one stung as I was a strong believer in then-President Mario Draghi’s approach and had previously highlighted credit expansion as a key metric of success.  Lessons learnt: Keep your eyes on the ball and regularly check to see if any of the ex ante conditions established for changing your mind have been met.

  • Dollar weakness in summer 2020. Another one that really stings.  Having correctly forecast that Covid-induced Uncertainty would lead to a surge in the USD as everyone scrambled for high-quality assets and liquidity in March-April 2020, I then failed to incorporate the unwind of that flight to quality as risk tolerance returned once the panic subsided.  Lesson learnt: Sadly, the same as 2017 dollar lesson: Keep your eyes on the ball and mind your pre-established conditions for turning points.

  • I completely missed the Fed’s mini easing cycle in 2019. While we will never know and Covid eviscerated my chance at redemption, I still believe the Fed’s easing was not merited and likely would have necessitated more aggressive hiking later had the Covid crisis not intervened.  The US economy continued to grow strongly in 2019, investment held up, and while headline inflation moderated somewhat, bottlenecks were generating rapid acceleration in a number of CPI subcomponents.  But even if I was right on the economy, the FOMC sets policy and I failed to listen to them, particularly the increasing support for average inflation targeting.  Lessons learnt: Policymakers set policy, listen to them even if you think they’re wrong.

  • Underestimating Jeremy Corbyn in the 2017 UK general election. I expected a small Conservative victory based on then Prime Minister Theresa May’s outreach to the working class and the Labour Party’s anti-Brexit tone.  What I failed to notice was that Mr. Corbyn’s grass-roots campaign cleverly focused on local bread-and-butter issues and greater political devolution, directly addressing one of the primary drivers of the Politics of Rage: a widening sense of political disenfranchisement among the average citizenry.  Corbyn’s tangible policies and outreach – which he largely abandoned in his losing 2019 campaign – easily trumped Ms. May’s intangible rhetoric as “hidden” Brexit voters didn’t trust her.  Lessons learnt: Again, “macro” analysis needs “micro foundations”, particularly in politics; ignore at your own peril.

  • Texas Governor Rick Perry to win the 2012 Republican nomination and beat President Barack Obama in the general election. The foundations of the Politics of Rage were already well apparent by the 2012 election and Rick Perry’s campaign was well tuned to court the rising sense of disenfranchisement of working-class voters, particularly in Appalachia, and increasing distrust of institutional expertise across voters.  Many of those voters were Democrats who were disappointed with the lack of “Hope and Change” promised by President Obama, making him vulnerable to any Republican who could attract a significant number of Democratic voters.  Governor Perry’s bigger challenge appeared to be winning the Republican nomination, but his solid conservative credentials and popularity in the second-largest state suggested he would eek it out.  Who knew he would self-immolate in a nationally televised debate?  Lessons learnt: Themes are important – Trump proved the Politics of Rage four years later – but idiosyncratic risks always are present.