Actionable insights — Loose Thoughts: equity funding, Korea, the yen, oil
The repeatable analysis behind the view: not what he holds, but how he reads equity-funding stress, a foreign-vs-domestic flow divergence, a credit tell, an intervention setup, and a positioning washout — written so the process can be rerun on different setups.
How to read this page: each insight is a method — the data he pulls, the diagnostic question, and the signal to watch when re-running it. The boxed line shows how it played out in this note. (Written post — no video timestamps.)
1. Read leverage stress off equity funding (S&P AIR TRF), not just repo — and isolate demand from plumbing
The repeatable method
- Track the cost of equity funding directly — the S&P AIR Total-Return-future that proxies the total-return-swap rate — and look at how far out the curve the tightness extends (the active roll, plus the next month). Tightness that persists months out is structural, not a quarter-end blip.
- Run the elimination test to locate the cause: check the fixed-income basis-trade plumbing (swap spreads) and repo. If those are well-behaved, you've ruled out a balance-sheet / dealer-capacity problem — which means the spike is raw demand for leverage meeting supply of paper.
- Treat that diagnosis as the late-cycle warning: an equity bubble where "liquidity seems fine but funding is skyrocketing" is the dangerous kind — funding constraints, not visible plumbing breaks, "end the party."
Here: the S&P AIR TRF future rolled to September showing tightness tighter than year-end 2023/2025, with July also tight — "too much demand for leverage met too much supply of paper." Swap spreads well-behaved, no 2019 Repo-calypse → it's leverage demand, and "skyrocketing funding always ends the party."
Watch for
- Equity-funding tightness persisting in the deferred months (not just the front); calm swap spreads/repo alongside a funding spike (the tell it's demand, not plumbing); extreme equity leverage behavior into it.
2. Reconcile a stock rally against its currency — use foreign-ETF flows to separate foreign exit from domestic bid
The repeatable method
- When a country's equity index is ripping, check whether its currency confirms. A rallying market and a collapsing currency is a contradiction worth explaining — don't wave it away.
- Decompose the ownership: a US-listed single-country ETF (here EWY for Korea) is largely a foreign-ownership vehicle, so its creations/redemptions read out foreign flow. Outflows from the ETF while local stocks rise = foreigners selling/repatriating (FX-negative) into a domestic bid (price-positive).
- Read the divergence as a health check: a rally led by the local crowd while foreigners exit is narrow and currency-corrosive — a lower-quality advance than the index level implies.
Here: the Kospi skyrockets while the KRW collapses — explained by significant EWY outflows in May (foreign exit) against a domestic bid; May was the biggest KRW decline so far. The semis (SK Hynix, Samsung) drive the narrowness.
Watch for
- A single-country ETF bleeding assets while its home index makes highs; the home currency falling into a rising market; a rally concentrated in one or two index-dominating names.
3. Trust CDS over cash bonds for credit stress — and watch a marquee fund's redemptions as the private-credit tell
The repeatable method
- When you want to know if credit is actually deteriorating, compare two prices on the same issuers: cash bond spreads vs CDS. Bonds rallying (with Treasuries) while CDS leaks higher means the market is quietly paying up for default protection even as cash looks calm — believe the CDS.
- For the illiquid corner (private credit) where there's no live spread, use a behavioral proxy: redemption news at a marquee manager. Investors asking for money back is the "slow bleed" signature.
- Combine: leaking CDS on the public names + redemptions in private credit = stress spreading under a calm surface, not an all-clear.
Here: hyperscaler bonds/spreads rally with Treasuries "but CDS is leaking higher"; private credit "slow-bleeds" — APO "dropped another one," "redemptions will continue until morale improves." Mag7 vs SPX "feel very heavy."
Watch for
- CDS widening while the same names' cash bonds hold; redemption headlines / gates at big private-credit managers; mega-cap leadership turning "heavy" relative to the broad index.
4. Size an FX-intervention "grenade" by pairing official intent with speculative positioning and vol
The repeatable method
- Catch the official signal early — an urgent meeting between the Treasury/MoF principals about a currency's weakness, plus a track record of (costly) prior intervention — flags that authorities may "shake the tree."
- Overlay speculative positioning: if specs are crowded to one extreme (here near-max short yen), an official move forces a violent unwind. Map the positioning history so you know how stretched "extreme" is.
- Factor in compressed FX vol as kindling: when vol is at rarely-seen lows, a surprise move is amplified — and a sharp currency rally transmits as a "grenade into equities, credit and fixed income" via the carry/risk-on plumbing (watch the carry cross, e.g. AUD/JPY).
Here: Bessent + FinMin Katayama hold an urgent meeting on JPY weakness ($70bln+ burned last time); specs went max-short (2024) → max-long (2025) → near-max-short now; FX vol compressed → a yen rally would be a cross-asset grenade. AUD/JPY "feeling unwindy."
Watch for
- Official "urgent meeting"/verbal-intervention headlines; CFTC positioning pinned at an extreme; FX vol compressed to multi-year lows; a carry cross (AUD/JPY) starting to unwind.
5. Audit a busted trade by the positioning washout, then separate transit flows from real supply restarts
The repeatable method
- When a thesis breaks, quantify how far positioning has unwound before deciding it's over: track net managed-money length in notional and in percentile (e.g. from 92nd to 19th). A washout from richly-long to washed-out changes the risk/reward even if you were wrong on direction.
- Name what you "lacked the imagination" for — the variable that beat you (here, a strategic buyer, China, willing to wait the market out at 4-5mmbpd and run down stocks). Make the missed actor an explicit input going forward.
- In the physical chain, distinguish inventory relocation from new supply: barrels moving from Floating Storage to Oil-in-Transit are "left pocket to right pocket," already in the balance — not restarts. The true restart tell is ballast tankers sailing into the producing region; if that's "very quiet," apparent export surges aren't fresh production.
Here: managed money (WTI+Brent) wiped from $64bln to $17bln net long; spec length 92nd→19th percentile; China absorbing sanctioned Iranian barrels (the "North Star"). The ~35mmbbls+ leaving is Floating-Storage→Oil-in-Transit on sanctioned vessels — "not significant restarts"; unsanctioned ballasting "very quiet." Shut-ins eased to ~-8mm from -12mmbpd; world still drawing -5mmbpd.
Watch for
- Net spec positioning collapsing toward a percentile floor (a washout, not necessarily a top in the trade); a strategic buyer/seller absorbing the imbalance off-screen; ballast tankers entering the producing region (the genuine restart signal) vs mere floating-storage drawdown.
Methods distilled from the public Substack post (in transcript.txt) for personal study. Not investment advice. © Paulo Macro for source material.