For those focused on TradFi, I’m bullish on precious and industrial metals, specifically silver, copper, and gold miners ETFs. The supply constraints in silver and copper are structural rather than cyclical. Years of underinvestment in mining, declining ore grades, long permitting timelines, and growing demand from electrification, renewables, EVs, and data centers create persistent supply deficits that can't be resolved quickly. Even if gold and silver prices peak in the near term, mining equities are still positioned to outperform imo. Current spot prices remain well above the marginal cost of production, allowing miners to generate strong free cash flow, expand margins, deleverage balance sheets, increase dividends, and execute buybacks. Historically, miners tend to lag the metals on the way up and then outperform once prices stabilize at elevated levels. In short, elevated metals prices combined with structurally constrained supply and improving capital discipline make miners ETFs an attractive risk reward setup, even without further upside in spot prices. COPX SILJ GDXJ COPJ(Kaduna)