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STORY · Cautionary tale2026.06.10· 6 min read

The Nobel Halo at Thirty-Times Leverage

LTCM's partners included the very inventor of continuous-time Kelly — yet they didn't use it. 30× leverage, 90% gone in three months. The real-world version of full Kelly.

Robert B.

LTCM's partners included Robert Merton — the very man who generalized Kelly to continuous time, π* = (μ − r)/σ² — and fellow Nobel laureate Scholes. Yet they didn't use Kelly. They used VaR risk control built on a normal-distribution assumption, at 30× leverage — far beyond what the formula advises even with the most optimistic parameters.

In 1998 the fat tail arrived: 90% gone in three months, US$4.6B evaporated, the Fed organized a rescue. Kelly (especially Merton's own 1971 version) carries an implicit warning: when fat tails exist, cut the optimal position sharply. They ignored it.

30x
Leverage
-90%
Loss in three months
$4.6B
Evaporated
The economist's most common mistake

"Believing your model is more precise than the Kelly formula." Merton trusted precise hedging to let him run 30× safely — the market proved him wrong.

Every genuinely successful Kelly user — Thorp, Gross, Buffett — uses fractional Kelly to absorb estimation error. F-Star's quarter-Kelly default plus risk caps exist precisely so as not to become the next LTCM.