Category: business

  • The optimal way to bail out breaking Treasury basis trades

    The optimal way to bail out breaking Treasury basis trades

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    A few weeks ago, an interesting paper was presented at a Brookings conference. We didn’t get around to writing about it then, but it turns out that it was both fascinating and SUPER timely.

    Here is the abstract of Treasury Market Dysfunction and the Role of the Central Bank:

    We build a simple model that shows how the incentives and constraints facing three key types of market players — broker-dealers, hedge funds, and asset managers — interact to create a heightened level of fragility in the Treasury market, and how this fragility can become more pronounced as the supply of Treasury securities increases. After validating a number of the model’s empirical premises and implications, we ask what it can tell us about how the Federal Reserve might best address future episodes of market dysfunction. In so doing, we take as given that an important priority for any Fed response to Treasury-market dysfunction is that it be clearly separated from anything having to do with monetary policy.

    OK, yes, unfortunately this is written in typically obtuse academic language that seems to almost deliberately underplay its importance and the pretty novel solutions being presented.

    Basically, what Anil Kashyap, Jeremy Stein, Jonathan Wallen and Joshua Younger are arguing is that the US Treasury market has grown far larger than the ability of banks to efficiently intermediate. At the same time, there’s been a huge boom in extremely-leveraged Treasury trades by hedge funds, mostly funded by short-term wholesale lending markets, like repo (you can find a bestiary of some of these trades here).

    The combination makes the US government debt market “inherently fragile” and ramps up the danger “of market dysfunction and financial instability”, they write.

    If this sounds familiar it’s because this is precisely what it looks like has happened in the Treasury market over the past week. An exogenous shock — the Trump administration’s new tariff regime — sparked a spike in volatility that rippled through markets. Eventually it hit the Treasury market, tripping up many of these highly leveraged trades and sending yields rocketing when they would normally be falling in an environment like this.

    So far it seems the main culprit in this latest bout of Treasury turmoil might be swap spread trades rather than the Treasury basis trades that the Brookings paper mostly deals with. But the fact that Treasuries are selling off again now — despite president Trump hastily pausing his more extreme tariffs — suggests that the turbulence isn’t over, and could be morphing.

    Which is why Kashyap, Stein, Wallen and Joshua Younger’s suggestion for how the Federal Reserve can handle these kinds of Treasury tempests is so interesting — and possibly timely. Here are some of the more conventional fixes offered up since this topic erupted on the agenda after March 2020:

    1) Freeing up banks to absorb pressures by scrapping regulations like the “supplementary leverage ratio”;
    2) Imposing fixed minimum margins for repo-financed Treasury purchases to limit how much leverage can be deployed;
    3) Mandated central clearing of Treasury trades;
    4) Pushing the Treasury market towards all-to-all trading;
    4) Establishing some kind of permanent Fed repo facility for hedge funds.

    However, Kashyap et al are sceptical that any or all of these will prove sufficient when these trades are being unwound in a disorderly fashion. They point out that the Fed did temporarily exclude Treasuries from SLR calculations in March 2020, but it still took mammoth amounts of Treasury purchases to quell the turmoil.

    The paper therefore makes an alternative solution. Alphaville’s emphasis below:

    The key observation is that the fire sale by hedge funds, which in turn creates the severe strain on dealer balance sheets, is not just an outright liquidation of Treasury securities. Rather, it is an unwinding of a hedged long-cashTreasuries/short-derivatives position. Thus, to relieve the stress on dealers, it would be sufficient for the Fed to take the other side of this unwind, purchasing Treasury securities, and fully hedging this purchase with an offsetting sale of futures; this is in effect a more surgical approach to bond buying. The blunter policy of simply buying unhedged cash bonds from the dealers — i.e., taking duration risk off their hands — does not provide them with any extra relief relative to this hedged approach, as they tend not to have any duration exposure in the first place.

    In other words, the Fed would both buy Treasuries and sell futures, in practice putting on a basis trade of its own!

    A standing “basis purchase facility” may seem a bit outlandish, but as Kashyap et al point out, there are a lot of advantages to this approach, and not as big a divergence from the central bank’s long-existing operations as you might think. Alphaville’s emphasis again in bold:

    A primary advantage of the Fed taking this hedged approach to bond-buying is that it avoids the need to pre-specify an unwind date for the policy. It has been argued . . . that an important imperative for market-function bond purchases is that they be clearly distinguished from monetary-policy-motivated purchases. Duffie and Keane (2023) suggest that one way to do so is to require the central bank to commit in advance to liquidating securities when market functionality is sufficiently restored.

    However, it can be challenging for the central bank to commit in advance to a fixed schedule for liquidating bonds, to the extent that it does not know how long a period of market stress will last. Our hedged-purchase approach effectively finesses this problem by embedding the duration-neutrality, and hence the crucial distinction from monetary policy, in the short derivatives position. This eliminates the need for the Fed to specify when it will begin selling bonds and allows it to keep helping with market function for as long as needed, without inadvertently generating any signal about the stance of monetary policy.

    Shorting futures alongside purchases of bonds is also consistent with the Fed’s current playbook. The Fed regularly engages in repo transactions, either through standing facilities or temporary open market operations. Like the closing leg of a repo, futures represent a contractual agreement to sell securities on a future date at a price agreed to at the time of trade. Basis trades of the sort we have in mind involve a spot purchase and future sale. This makes them conceptually very similar to repo transactions, with the key difference between the two being different counterparties for the purchase and sale.

    The obvious rejoinder to this is to point out that this is basically a hedge fund bailout facility — transforming an implicit assumption that the Fed would step in if Treasury markets are breaking into an explicit, formal promise.

    This is an obvious moral hazard. Emboldened by knowing that the Fed would pick up their basis trades if things break bad, hedge funds could pursue the strategy with even more reckless zeal.

    The paper has two rejoinders to this. The first is that moral hazard is already an issue, thanks to the Fed’s previous actions, and that basis trade purchases are at least duration-neutral and therefore less distortive. The second is a bit more subtle:

    Suppose hedge funds conjecture that the Fed will step in with certainty and take the arbitrage trade off their hands when the spread widens by a given amount. With this source of tail risk eliminated, we might expect them to trade more aggressively ex-ante. In the limit where they become risk neutral and there is perfect competition, this more aggressive behavior will drive the Treasury-futures basis x, and hence expected hedge fund profits, to zero.

    It is of course true that there will still be states of the world where the Fed has to take over a potentially large hedge-fund book, but if the Fed is perfectly hedged with respect to interest rate risk, and given that it can never be forced out of its position prematurely, the social cost of having to assume this hedged position is arguably negligible. Thus in this limit case, the policy creates no distortions with respect to the pricing of interest-rate risk, eliminates hedge-fund arbitrage profits, and imposes no costs on the Fed or society as a whole. In other words, there is no moral hazard effect to speak of.

    How likely is this? We have no clue. But Stein is a former Fed governor, Younger is a former senior policy adviser at the New York Fed, and all the authors are all highly respected and influential in their fields. If you want more on the topic, here is Kashyap presenting the paper at the Brookings conference:

  • FTAV’s Friday charts quiz

    FTAV’s Friday charts quiz

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    What a week! Anyway, here are three new charts that you have to correctly identify for a groovy “I ❤️ Charts” T-shirt that is perfect for a springtime flex in the park.

    Email [email protected] with your guesses by midday CEST on Monday — remembering to put SALAH in the subject line — and we’ll draw a winner from the pot of correct ones. We usually name everyone who gets all three right, so let us know if you’d prefer to stay anonymous.

    Line chart of % showing Second chart
    Line chart of % showing Third chart

    Good luck!

  • The FT Alphaville Pub Quiz returns to London on 15 May. Here’s how to get tickets

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    After some recent excursions to the United States, the FT Alphaville Pub Quiz will return to London next month, with the kind support of Finalto!

    The basic premise hasn’t changed much from last year’s outing (and neither has this article), but we have some cruel round innovations that we can’t wait to inflict upon the good people of Britain. We’ve also snagged a surprise guest host that we’re very excited about. So it’s going to be a good one.

    If you haven’t already fired up the group chat, here’s what you need to know*:

    What?

    Several rounds of finance and economics-themed questions in a classic pub quiz format, covering the whole gamut from ETF to WTF.

    We have space for up to 25 teams of up six people. We recommend teams of at least four, as the difficulty level is . . . considerable.

    Tickets are £30pp, and include a dim sum platter per person. Vegan, gluten-free and halal options available. Payment will be required upfront.

    Examples of recent quizzes can be found here and here and here and here and here and here and here. Just remember that it’s mainly about having fun.

    When?

    Thursday 15 May.** Sign in from 5:45pm, quiz to start just after 6:30pm.

    Where?

    Ping Pong Bow Bells House, a City of London dim sum restaurant at the corner of Bread Street and Watling Street.

    It is very near St Paul’s and Mansion House, pretty near Bank, Moorgate and Cannon Street, about 20 minutes from Canary Wharf and Bond Street, roughly an hour from Heathrow airport, and generally just easy to get to. Its what3words is fresh.encounter.grades — all of which the quiz should deliver.

    Ping Pong’s bar will be in operation throughout the evening.***

    Why?

    You will receive the following things:

    — Dim sum
    — An opportunity to test your brain
    — An opportunity to hang out with your smartest besties

    You may receive the following:

    — Endorphins / treasured memories
    — Eternal glory
    — Exclusive merchandise
    — WINNER’S MUG WINNER’S MUG WINNER’S MUG

    How?

    Email [email protected] with the subject line PQLDN25.† We’d ideally like teams of six to maximise attendance (and, possibly, your chances of victory), so get emailing your nerdiest friends.

    For your entry to be complete, you must CC all team members, give the mobile number of the team captain, and state your team’s name. Please also let us know which of the dim sum menus your team members might like.

    Tickets may go very quickly — so don’t wait around. Once your entry is confirmed, a member of the Alphaville Immersive Events™️ team will follow up with details about payment and food.

    Space is limited and tables will be allocated first-pay-first-served.

    Team names

    Traditional pub quiz rules apply: punnier = funnier. Your team name WILL be read aloud at some point in the evening, and subsequently published, so aim high.

    Stragglers

    Don’t have a team? Get in contact via the email and subject above, and if demand is high enough we’ll create 1–2 Rando Teams.

    . . . and that’s it! Go get those teams together, and we look forward to seeing lots of you next month.

    *Obviously you might also need to know one or two things about finance (in the loosest sense).

    **Once again, we’ve astutely dodged decision day.

    ***For the purposes of start-of-quiz expedience, the bar will initially offer drinks from a limited menu.

    †Please get the subject right or you will reduce your chance of getting a reply and then you’ll cry and then we’ll cry.

  • FTAV’s further reading

    FTAV’s further reading

    FTAV’s further reading

  • A Treasury market meltdown postmortem

    A Treasury market meltdown postmortem

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    Whatever Stephen Miller or Bill Ackman might say, it was the bond market that beat the Trump administration into an abrupt “PAUSE” for tariff negotiations.

    The S&P 500 had nearly fallen into a bear market, but just two days of Treasuries puking was enough to force a rethink. The NYT has a good inside account of how much it swayed him. As Trump himself admitted:

    I was watching the bond market. The bond market is very tricky, I was watching it. But if you look at it now it’s beautiful. The bond market right now is beautiful . . . I saw last night where people were getting a little queasy.

    The bond market is hardly “beautiful” again. It’s notable that while stonks did stonksy things after president Trump backed down, the bond market has been much more circumspect. The 10-year Treasury yield actually rose again yesterday, and while it’s dipped a little today it is still at 4.32 per cent at pixel time, and well above the 3.86 per cent low touched less than a week ago.

    But just how queasy did it get? Happily, JPMorgan’s rates analysts have published a report that looks across the Treasury market ecosystem, and the overall takeaway is that the Treasury market felt pretty sick, but not nearly as badly as it did in March 2020.

    First of all, it definitely was an unusually turbulent week for Treasuries, and yields became completely unanchored from what the fundamentals would suggest.

    Treasuries markedly underperformed other high-grade sovereign bond markets (oh, UK) and the depth of the market — as measured by the sum of the three best bids and offers across the Treasury curve — atrophied sharply.

    However, as you can see from right-hand chart there, the Treasury market’s depth didn’t evaporate as dramatically as it did in March 2020, nor reach a similar low.

    Yesterday the duration-weighted market depth across the Treasury curve reached a low of $67mn. That’s worst since the collapse of Silicon Valley Bank in early 2023 — and not great in a market that is supposed to be the most liquid in the world — but it is still better than the $38mn nadir of March 2020.

    Moreover, JPMorgan’s analysts note that other measures of dislocations and distress were far less extreme. For example, while stale “off-the-run” Treasuries became less liquid and gapped out, it was nothing like what we saw in March 2020, and there didn’t seem to be any run to the liquidity of fresher “on-the-run” Treasuries.

    What about the by-now infamous Treasury basis trade that Alphaville and others initially blamed for much of the turbulence?

    JPMorgan says this is understandable — given the size and leverage involved — but it turns out that there aren’t that any signs of severe dislocations in various Treasury futures and their “cheapest-to-deliver” bonds, which is what you’d expect to see if there had been a disorderly unwind of basis trades:

    While these are reasonable fears in deleveraging episodes, a close examination of Treasury futures bases show little signs of stress, and suggest that this is one corner of the broader market that is weathering the crisis very well so far.

    Here’s a rundown of the gross and net basis across various Treasury futures, open interest in the contracts, implied repo rates and so on (zoomable version of the chart):

    In other words, there probably were some Treasury basis trades being unwound, and simply given the size of the strategy this could have contributed quite a bit to the sell-off. Alphaville also gathers that things were starting to “crack” on Wednesday, so this could easily have become a bigger factor had Trump not bent the knee. But on the whole it was a fairly orderly basis trade retrenchment, and nothing like the chaotic unravelling that we saw in March 2020.

    Similarly, JPMorgan says that wholesale funding markets — like commercial paper and repo — were volatile but remained orderly.

    On the other hand, things were definitely not orderly in swaps. Or as JPMorgan puts it in understated sellsidese: “Moves in swap spreads have been nothing short of dramatic this week.”

    On the face if it, this strongly implies that the swaps spread trade really was the biggest culprit in this latest bout of Treasury market turbulence.

    Alphaville hasn’t been able to get even a rough estimate for how much money was betting on swap spreads normalising. The basis trade could still be the bigger contributor to the turmoil in Treasuries even though it was relatively less whiplashed, simply because of its size. But for now we can perhaps consider April 2025 primarily a Swapsmageddon [ed: Aswapscalypse, surely?] rather than a Basisclysm.

    Anyway, all these trades are really part of the same elephant: interest rates arbitrage that rely on wholesale funding for massive amounts of leverage. And in an ideal world the US Treasury market wouldn’t be this susceptible to breakage.

    Further reading:
    — The trades threatening the Treasury market (FTAV)

  • FTAV’s further reading

    FTAV’s further reading

    Elsewhere on Wednesday…

    — The plight of the taxman (New Yorker)

    — OpenAI is building a social network (The Verge)

    — Liz Truss to launch ‘uncensored’ social network to counter mainstream media (The Guardian)

    — Tax privacy (Conversable Economist)

    — A roadmap to alien worlds (Noema)

    — The unreality of reality TV (Nieman Lab)

    — Pentagon’s ‘SWAT team of nerds’ resigns en masse (Politico)

  • An apology to the bond vigilantes

    An apology to the bond vigilantes

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    Dear Bond Vigilantes, 

    As a great man once said: “I owe you an apology. I wasn’t really familiar with your game.”

    Things were looking very dicey for Americans, after the White House introduced an aggressive and bafflingly calculated set of tariffs on basically all of its trading partners. Stocks were down, Treasury yields were up (prices down), and the dollar was down, too. None of that is good!

    And last night, long-dated Treasuries started selling off. Hard. By the morning, market participants were talking about emergency Fed interventions. And while a cut seemed like a stretch, investors were looking out for pain in funding markets, which may have required liquidity interventions. 

    But you know all of this, my wise newfound friends. You were there! We think. Probably.  

    In the past, we’ve expressed scepticism that government spending and/or social programs would really unleash your full power against the US state. First, the name makes you sound like a bogeyman. Second, it’s a lot easier to threaten countries without reserve currency status. Third, the famous James Carville quote about how you scare everybody has become annoying. And finally, policymakers shouldn’t be too responsive to threats about you, because those threats are often used to stop government investment and spending, which aren’t inherently bad things!

    Things have changed. Back then we didn’t know that the US executive branch would be willing to try an American version of Brexit, but even dumber and more harmful to the global economy. If anyone could achieve that, it would be America, but we’ll admit we lacked the necessary policy imagination to see it. 

    Our dear vigilantes, you knew that Americans are not actually ready for factory life, despite the arguments of hundreds of sad and embittered young men online. And you stepped into the breach between the US and its Big Beautiful Leap Onshoreward. 

    Do you really exist? Are you really a shadowy cabal of global investors that punishes governments for bad ideas? Well, that’s unclear.

    But President Donald Trump told the press today he was watching the bond market last night, much like the rest of us, after saying he had noticed that people “were getting yippy.” 

    So, as far as we’re concerned, you contributed to his decision to follow through with the 90-day pause that was mysteriously first reported on Monday.

    This isn’t to say that the US is saved, because LOL, it is not. Who knows what fresh horrors await tomorrow and next week. That may be why Treasuries are still selling off, though the dollar seems to have at least halted its decline. 

    There are still questions. For example: Is Europe included on the roster of non-retaliating economies, even though it approved additional tariffs just this morning? Why did it briefly sound like we put a 35% tariff on Mexico and Canada, and a 10% tariff on USMCA-compliant goods? CNBC is reporting that we haven’t. Still confusing. 

    For now, though, it feels like a fast-moving disaster has become a slow-moving disaster. Maybe we can get some sleep and go outside with our kids this evening. And if you listen to the President’s comments, it sounds like you’re part of the reason for that. 

    With sincere thanks, 
    FT Alphaville

  • What rhymes with ‘fresco’ and possibly skewed Britain’s employment data?

    What rhymes with ‘fresco’ and possibly skewed Britain’s employment data?

    Stay informed with free updates

    If we’ve been struggling to sleep for the past few weeks, it’s probably because of this MainFT story from 25 March:

    An unnamed large employer’s late supply of earnings information to the UK statistics agency risks skewing the country’s main official measure of wage growth, raising doubts about data that guides monetary policy. 

    The intervening period has seen a surge in global market instability, no doubt due to traders’ uncertainty about who the mystery business upsetting the UK’s average weekly earnings could be, and what impact the revisions might have:

    Some content could not load. Check your internet connection or browser settings.

    Despite these ructions, we didn’t see much sell-side speculation. Bruna Skarica from Morgan Stanley was one of the few to put her head above the parapet, writing last week:

    It is hard to think of a single business which could move the numbers meaningfully, barring perhaps NHS England. Should revisions pertain to the NHS, they would show up in public sector and whole economy data.

    Well, we have a new load of labour market data, and something of an answer.

    And no, it’s not NHS England. Instead, it’s a major retailer. Or an exceptionally large repair company.

    The ONS, naturally, is tight-lipped about the identity of this “one business”, and declined to offer more details to FT Alphaville. Can the data offer a clue?

    Quoth the ONS:

    As noted in the previous bulletin, we were working, as an exception, on opening up revisions further back in time than usual to allow for late and updated returns we received from one business to be included. We have now concluded this work and, as part of this release, we have revised the estimates back to October 2020 to improve the quality of our estimates.…

    At the whole economy level, the revisions are generally small and within the range we see during seasonal adjustment reviews. As expected, as the estimates are broken down below the whole economy level, the revisions become larger. The largest revisions are seen in the wholesaling, retailing, hotels and restaurants sector and the retail trade and repairs industry, which warranted the exceptional revisions to be implemented.

    They add, channelling Morrissey:

    Some periods see bigger revisions than others.

    Despite this, the ONS seems a bit shy to show just how acute those revisions are. The section of today’s AWE release covering the adjustments includes a whole economy view…

    …a private-sector view…

    …and a wholesaling, retailing, hotels and restaurants sector view…

    …but pulls up just short of giving us a chart for the most granular (and therefore juicy) level, instead supplying only words:

    The retail trade and repairs industry showed the largest revisions. The largest revisions were for the periods between the three months to November 2021 to May 2022, when the revisions were between 1.5 to 3.4 percentage points and more recently from the three months to July 2024 to September 2024, when they were around 2.1 percentage points.

    To get our chart on, we had to go to X04: Average Weekly Earnings Supplementary Analysis, a spreadsheet released alongside today’s release. That spreadsheet has specific monthly AWE figures for before and after the revisions. Here’s how they looks (NB unlike the other charts above, these figures are not seasonally adjusted):

    Some content could not load. Check your internet connection or browser settings.

    It’s a pretty big jump once we get down to this level. May 2024 is particularly notable — retail and repair AWE that week were 28.7 per cent higher than the ONS previously thought.

    The gap, as you might guess from the shape of the line above the pink line above, appears to be in large part down to a one-off bonus: the ONS’s revisions put retail and repairs AWE £19 higher than month, and ascribe £17 of that jump to bonuses:

    Some content could not load. Check your internet connection or browser settings.

    So, what do we know?

    — one business
    — retail or repair
    — above-average pay (given it pulled up the whole series)
    big, like shift-the-whole-series big
    — paid out a substantial bonus in May 2024

    And since we’re a blog, we can idly speculate.

    Last April, the UK’s supermarket, Tesco — one of the UK’s biggest private-sector employers — announced a £70mn bonus scheme for its 220,000 staff.

    According to a post on the Tesco subreddit, this took the form of a “one-off payment of 1.5% of eligible earnings for hourly staff in UK stores, CFCs, UFCs, CEC and distribution”, that landed in Tesco employees’ May pay packet.

    So if we had to bet, it’d be Tesco. If you have a better guess, let us know in the usual ways.

  • Markets calling off America’s Greatest Depression

    Markets calling off America’s Greatest Depression

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    Hahahahaha OK then!!!!

    For the next 90 days, the US will impose 10-per-cent universal tariffs instead of the “reciprocal” tariffs announced by the White House last week. At least for countries that haven’t retaliated.

    China is an especially glaring exception. President Trump announced the pause at the very end of a Truth Social post that was supposedly focused on an increase in tariffs against China to 125-per-cent. That post came less than four hours after President Trump posted that it was “a good time to buy”. ¯\_(ツ)_/¯

    In the 90-day pause period, it seems that the US president wants to simply Do Deals with every country in the world. In the interim, the US is imposing an additional universal 10-per-cent tariff, as Treasury secretary Scott Bessent said in a press conference, adding that US officials have a meeting with Vietnam today.

    One important issue here: Bessent didn’t answer a reporter’s shouted question about the EU, which voted to approve additional tariffs against the US this morning.

    Anyway, the stonks are stonking. The S&P 500 was up almost 8 per cent around 2pm in New York:

    And the Nasdaq Composite was ripping, up 9.5 per cent, despite the fact that the back-and-forth tariff fight with China is ongoing.

    Most importantly, the shockingly quick Treasury-curve steepener trade we saw over the past few days is reversing itself.

    To explain: Treasuries maturing in two years (and less) are more closely linked to near-to-medium-term Federal Reserve policy decisions. Yields have been falling since February, as traders price rising risk of recession and at least Fed “insurance” cuts. Earlier today, the bond market carnage was so severe they were even pricing in the possibility of emergency monetary easing.

    On the other hand, the value of longer-dated Treasuries are more dependent on inflation (to simplify, a bond’s principal repayment is worth even less in 30 years if inflation is high).

    So the fact that the two-year Treasury yield has soared the most — an eye-popping 30 basis points to the 10-year yield’s ~15 basis points — seems to imply that the near-term doomsday scenario is less of a risk, in markets’ view.

    So Great Depression 2 is off, we guess? For now.

    But hey! It looks like that Walter Bloomberg has been vindicated. Same goes for the bank trading desks that were circulating the headlines before he did on Monday.

  • Tariffs are coming for my . . .  nuclear warheads?

    Tariffs are coming for my . . .  nuclear warheads?

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    In the scramble to figure out how exactly “Liberation Day” is going to upend global trade, nuclear errors may occur.

    Economists at the Federal Reserve Bank of Richmond released a great chart (covered in mainFT) identifying the sectors that will be most impacted by Trump’s sweeping trade levies.

    The first four — leather goods, apparel, furniture, and textile product mills — made a lot of sense. These industries all import heavily from the countries facing the steepest tariffs, like Vietnam, China and Cambodia.

    But the fifth item prompted a bit more head-scratching. And when the Richmond Fed kindly provided the underlying data for the chart, they also supplied a clarification for the ages.

    PS: we had a typo in one of the industries, instead of “Nuclear Warheads” it should have been “Support Activities for agriculture and forestry.”

    You might be wondering how “nuclear warheads” ended up in place of “support activities for agriculture and forestry.” And if you’re developing conspiracy theories about the cover-up of nuke inflation, we’re afraid we must let you down: it seems it really was a typo.

    The North American Industry Classification System (NAICS) code for “support activities for agriculture and forestry” is 115. The Product Service Code (PSC) code for “nuclear warheads and warhead sections” is 1115.

    As fat-finger errors involving nuclear warheads go, it’s probably one of the better ones.

    Feeling a little more relaxed, FT Alphaville started asking the obvious question: what on earth are “support activities for agriculture and forestry”?

    Well, according to the Bureau of Labor Statistics, “Industries in the Support Activities for Agriculture and Forestry subsector provide support services that are an essential part of agricultural and forestry production.”

    So that’s that all cleared up.

    The chart on the Richmond Fed’s website has now been “updated to accurately reflect the proper industries” and the original work has been lost to history. Here’s the disarmed version: