WRITING / OCTOBER 28, 2026
Gold’s Independent Soul
Gold’s Independent Soul
Gold’s Independent Soul
A Founder’s Love of Curiosity, Risk, and the Quiet Geometry of Markets
A Founder’s Love of Curiosity, Risk, and the Quiet Geometry of Markets
A Founder’s Love of Curiosity, Risk, and the Quiet Geometry of Markets
BY NICHOLAS DUFF
01 / ORIGINS
When the skates came off in 2013, the only thing that mattered was learning to trade. Not the money, exactly—though the possibility of making it big had its pull—but the deeper itch of curiosity and analytics. I quietly talked my dad into letting me learn on his TD Ameritrade account, a small one with less than five thousand dollars. Charts and candlesticks were the first language. Options soon became the more interesting dialect.
When the skates came off in 2013, the only thing that mattered was learning to trade. Not the money, exactly—though the possibility of making it big had its pull—but the deeper itch of curiosity and analytics. I quietly talked my dad into letting me learn on his TD Ameritrade account, a small one with less than five thousand dollars. Charts and candlesticks were the first language. Options soon became the more interesting dialect.
University of British Columbia in Vancouver and a career in medical devices provided the runway. Trading continued in the margins. A lucky 2023 with Tesla calls and puts felt like a breakthrough. Conversations with a brain surgeon named Jeff deepened the engagement; books by Ed Seykota—the pioneer of computerized systematic trading—and Tom Sosnoff expanded the map. Sosnoff pointed toward the CME and the futures options world. By 2025 the numbers looked almost professional: nearly two thousand dollars a day for a stretch. That was the moment a thirty-thousand-dollar American Express loan went in to raise the stakes. The market took almost everything.
University of British Columbia in Vancouver and a career in medical devices provided the runway. Trading continued in the margins. A lucky 2023 with Tesla calls and puts felt like a breakthrough. Conversations with a brain surgeon named Jeff deepened the engagement; books by Ed Seykota—the pioneer of computerized systematic trading—and Tom Sosnoff expanded the map. Sosnoff pointed toward the CME and the futures options world. By 2025 the numbers looked almost professional: nearly two thousand dollars a day for a stretch. That was the moment a thirty-thousand-dollar American Express loan went in to raise the stakes. The market took almost everything.
02 / PULSE
What remained was the love of the work. For two months there was no trading, only a pencil and notepad tracking implied volatility and skew, hunting for variance and the first hints that something under the surface was shifting before price could catch up. The notes migrated to Excel. Then the realization arrived: the data already lived on the computer. Why not build a journal that could see the structure clearly?
What remained was the love of the work. For two months there was no trading, only a pencil and notepad tracking implied volatility and skew, hunting for variance and the first hints that something under the surface was shifting before price could catch up. The notes migrated to Excel. Then the realization arrived: the data already lived on the computer. Why not build a journal that could see the structure clearly?
Pulse—market clarity—was born from ATM gamma, IV, skew, and price, rendered in unique charts. An impressive run followed in March 2026.
Pulse—market clarity—was born from ATM gamma, IV, skew, and price, rendered in unique charts. An impressive run followed in March 2026.
03 / GOLD’S INDEPENDENT SOUL
Across more than twenty thousand observations and 3,447 clean gold prints spanning 188 days, the patterns became unmistakable. Gold’s volatility surface is largely independent of its price. At the same observation, the correlation between price change and IV change is –0.20: structure explains only four percent of the move, and inversely. Crude’s same-time correlation is +0.39, with an R² of 15 percent against gold’s 4 percent. That higher number is not a strength. Crude’s surface simply echoes price after the move has already happened. Gold’s lower number means its surface moves independently of price—it is its own variable, not price in disguise.
Across more than twenty thousand observations and 3,447 clean gold prints spanning 188 days, the patterns became unmistakable. Gold’s volatility surface is largely independent of its price. At the same observation, the correlation between price change and IV change is –0.20: structure explains only four percent of the move, and inversely. Crude’s same-time correlation is +0.39, with an R² of 15 percent against gold’s 4 percent. That higher number is not a strength. Crude’s surface simply echoes price after the move has already happened. Gold’s lower number means its surface moves independently of price—it is its own variable, not price in disguise.
Gamma actually bites on gold and almost nowhere else. The correlation between ATM gamma and the size of the next few prints’ move is –0.114 (high gamma suppresses movement—classic dealer pinning). On crude, equity indexes, and the rest, the same relationship is effectively zero.
Gamma actually bites on gold and almost nowhere else. The correlation between ATM gamma and the size of the next few prints’ move is –0.114 (high gamma suppresses movement—classic dealer pinning). On crude, equity indexes, and the rest, the same relationship is effectively zero.
What happens next is the real test of anticipation. Regressing the next four prints’ returns on changes in IV, skew, and gamma yields an R² of 4.3 percent for gold versus 0.2 percent for crude—a roughly twenty-fold difference. Absolute numbers are small; the ranking is not. Gold’s median IV sits at a calm 20.85 (crude’s 56), its median 24-hour move just 0.82 percent, its 95th percentile 3.41 percent. Structure is a variable in gold; a consequence in crude. Natural gas shows its hand in clusters: its 95th-percentile 24-hour move is 6.94 percent, with extremes to 13.8 percent. When IV and skew align, the invitation is clear, even if it arrives rarely enough that patience becomes part of the edge.
The data will not let anyone claim that structure forecasts direction—lead-lag correlations hover near zero. But it does reveal which markets let the surface speak and which merely echo price. Down or up, the curiosity bug deepens the knowledge. Building the tool that lets the numbers speak is the reward. The game is still loved for free.
The data will not let anyone claim that structure forecasts direction—lead-lag correlations hover near zero. But it does reveal which markets let the surface speak and which merely echo price. Down or up, the curiosity bug deepens the knowledge. Building the tool that lets the numbers speak is the reward. The game is still loved for free.