← Analysis page  ·  Paulo Macro hub  ·  Research hub

Actionable insights — Oil & Retail

The repeatable method: prove a payoff that wins on both branches, then find the weak hands crowding the losing side.
2026-APR-21 · Paulo Macro (Substack, paid) · ↗ Read · full analysis · note text
How to read this page: each insight is a method — the analytical lens, the steps to apply it, and the signal to watch. The boxed line shows how it played out in this note. (Written post — no video timestamps.)

1. Prove the "both branches" payoff before you size the trade

The repeatable method
  1. Steelman the outcome you don't want (assume your core thesis is wrong) and follow the game theory of the counterparties down that branch.
  2. Check whether the feared "good news" branch actually reverses the trade — often a deal changes only the mechanism, not the direction (a Hormuz deal → GCC shut-ins become indefinite, so oil rises anyway).
  3. Only when both branches point the same way (and the market is priced for the wrong one) do you have a high-conviction asymmetric bet.
Here: "Schroedinger's Strait" — deal (GCC keeps 3mmbpd in the ground indefinitely, oil moons) or no-deal (inventories draw, oil rips); either way oil up and markets crater.
Watch for

2. Read broken levered/inverse ETF flows as a weak-hands map

The repeatable method
  1. Keep a running "Max Stupid" watchlist of the products retail crowds into, especially 2×/-2× daily ETFs where structure guarantees decay.
  2. Confirm the decay mechanics: daily-reset volatility drag (choppy alternating moves compound to a loss) plus negative roll/carry in a backwardated futures curve — so the fund can go nowhere even when its underlying moves your way.
  3. Read a surge of assets/inflows into the structurally-doomed side as capitulative crowding on the wrong side — the fuel for convexity when it unwinds.
Here: SCO assets exploded ~$100mn→$1bn+ yet went nowhere on vol-drag + ~$5/mo roll — "the dumbest speculative money thinking they are buying the lows."
Watch for

3. Use the borrow (short-availability + fee) as a positioning gauge

The repeatable method
  1. Pull the securities-lending data on the relevant vehicles: shares available to borrow and the annualized borrow fee.
  2. Compare across the pair. A vehicle that is hard/expensive to borrow (few shares, high fee) is heavily shorted; an easy/cheap-to-borrow one is not — quantifying which side the crowd is jammed on.
  3. Cross-check the crowd's bet against the physical/fundamental signal (backwardation, carry). When they diverge, it's the "consensus the market is not confirming" (Kovner) — fade the crowd.
Here: only 10k USO shares to borrow at 7.9% (heavily shorted) vs 10mn SCO shares at 2.7% — retail lopsidedly short oil into record backwardation.
Watch for

Methods distilled from the paid Substack post (in transcript.txt) for personal study. Not investment advice. © Paulo Macro for source material.