1. The Kovner test — fade extreme positioning the price refuses to confirm
The repeatable method
- Pull an asset's speculative positioning as a percentile over a long history (Vanda/CoT). When it hits an extreme (here DXY at the 92nd percentile, most bullish since Apr-2022), don't stop there.
- Ask the key second question: is price confirming the positioning? Check where the asset traded the last times positioning was this stretched. If speculators are max-long but price sits well below the level those past extremes produced (DXY not even 101 vs the 105-110 of prior extremes), the consensus is one "the market is not confirming."
- Treat that divergence as the actionable setup — a crowd "who are going to be wrong." Position for the reversal (here: a dollar bear market), and note that compressed vol in that asset means the resolution "has a likelihood of being a rip."
Here: DXY positioning 92nd percentile yet price nowhere near past-extreme levels → "price is not confirming a bullish positioning consensus (the Bruce Kovner adage)… a bear market in the dollar." The same lens flagged oil (bearish extreme) in January.
Watch for
- Positioning at a multi-year percentile extreme; price failing to reach the level prior extremes produced; compressed volatility in that asset (an eventual "rip" either way).
2. Use the bond-yield / USD correlation flip to date the stress windows
The repeatable method
- Establish the prevailing regime correlation between the dollar and long-bond yields (2022-present: "yields up, USD up").
- Track the rolling 30-day correlation and watch for it to flip negative — bonds down and USD down together. Historically that flip has coincided with genuine systemic-stress episodes, not ordinary risk-off (where the dollar rises).
- When the correlation cracks while other extremes are in place, pre-position for a Risk Off / Bonds Off / USD Off event and identify the likely transmission mechanism (here a rallying yen + compressed FX vol).
Here: the flip marked spring-2023 (SVB), Mar-Apr-2025 (Liberation Day), and 1Q26 (Iran War); the USD-vs-30Y correlation has "cratered" again since May with the yen through 162 — so he expects another such stress moment before Labor Day.
Watch for
- A negative USD/long-yield 30-day correlation; a breaking yen with compressed FX vol; quant factors (Momentum/Beta) "all over the road."
3. Margin debt peaking and rolling over as the bear-market precondition
The repeatable method
- Track aggregate margin debt as a leverage gauge — not the level, but the turn: a peak followed by a roll-over.
- Treat that roll as a necessary precondition (it "precedes all major bear markets this century"), then corroborate with the quality of the marginal buyer: reconcile conflicting retail reads (broad Schwab/Fidelity flow vs the narrow Robinhood-degen cohort) rather than taking one vendor's "retail is endless" headline at face value.
- Read a narrow speculative cohort selling into strength (distribution) as more informative than a broad passive bid still pouring in.
Here: margin debt has "peaked out and started rolling over"; STAX net-buyers at post-Feb-2022 highs, but Vanda's Robinhood cohort has sold into the rally since March ("like they need the money") — which is why participation "feels" lackluster despite the mania narrative.
Watch for
- Margin debt turning down from a peak; the leveraged retail cohort distributing into strength; funding that has eased after a squeeze ("the backside of the mountain," the late-2024 precedent).
4. Metal quietly leaving ETFs before price wakes up — borrow rate as the confirm
The repeatable method
- For a physical-commodity ETF, watch ounces held, not just price: persistent redemptions (metal leaving the vaults) signal real physical demand even while the price is dead or falling.
- Reach for a historical analog to calibrate the lag (palladium ETFs drew down 2016-18, then price "suddenly woke up" in 2019) — the draw can precede the move by a long time.
- Confirm the tightness with a second, independent tell: a spiking share-borrow (short) rate on the largest ETF (here PPLT to ~12% annualized) means redemptions have gone deep enough that shares themselves are scarce. Cross-check the physical curve (backwardation) and paper OI (collapsing) for agreement.
Here: platinum ETFs drained >500koz since late January; London platinum still backwardated; COMEX OI collapsed; PPLT's borrow rate spiked to ~12% — "redemptions have run deep enough to create a borrow issue." He's watching for a final spec liquidation as the entry.
Watch for
- Sustained ETF ounce withdrawals into weak/falling price; a backwardated physical curve; a borrow-rate spike on the flagship ETF; a final capitulation flush by small specs.
5. Fade the analyst herd — compare the same banks' balances across time
The repeatable method
- Collect the sell-side's forward balance forecasts from the same major houses and note when they cluster tightly in one direction (a herd).
- Pull the same shops' numbers from ~6 months earlier and check internal consistency: did the balance move in a way the intervening fundamentals can actually justify? An un-explainable revision in the herd's own direction is the tell.
- Pair the herd with a sentiment cover (The Economist) and washed-out positioning; when all three line up, fade the consensus (as he did with the January "Big Corner" call).
Here: every house now carries a 2027 "Superglut" (EA/GS +3.2, JPM +3.8, Citi +4.1, MS +4.4, Rystad 4-6mmbpd) — rhyming with the Dec-2025 consensus he faded in January: "over one billion barrels of production gone, but now it's +3.8mmbpd instead of +2.7 — how exactly??"
Watch for
- A tightly-clustered, one-directional sell-side herd; internally-inconsistent revisions in the herd's own direction; a magazine-cover sentiment tell; positioning washed out to the same side.
6. Build a carry-unwind composite and overlay crisis seasonality
The repeatable method
- Combine the ingredients of a forced unwind into one gauge: correlation vs dispersion (single-stock vol vs index vol), skew / put demand (put/call skew at record lows = no downside hedges), FX vol (compressed = fuel), and funding/leverage (levered-ETF rebalance flow, repo).
- Watch the reflexive trigger chain: rising bond vol (MOVE) → haircuts and collateral calls → forced deleveraging → rising correlation and index vol, falling dispersion. Note that a gamma squeeze can lift stocks first, then vanna/charm take them lower "with no catalyst."
- Overlay July-August seasonality (thin summer liquidity historically ruptures: LTCM 1998, Quant Quake 2007, Taper Tantrum 2013) and size risk down when the composite sits at prior-crisis levels.
Here: single-stock vol at an all-time high vs index vol; skew 0.71 (record low); VIXEQ-vs-S&P correlation never more positive; his private Carry Unwind Risk indicator at Jan-2018/Jan-2020 levels — "among the most dangerous tapes I have ever seen. Stay frosty."
Watch for
- Record dispersion-vs-correlation and single-stock-vs-index vol; collapsing put/call skew; the 30Y / MOVE breaking higher; the composite at prior-crisis levels into thin summer liquidity.